## irace scenario:
scenarioFile = "./scenario.txt"
execDir = "/home/orlovskyk/dp_proj/irace2000"
parameterFile = "/home/orlovskyk/dp_proj/irace2000/parameters.txt"
forbiddenExps = NULL = expression()
forbiddenFile = ""
initConfigurations = NULL
configurationsFile = ""
logFile = "/home/orlovskyk/dp_proj/irace2000/irace.Rdata"
recoveryFile = ""
instances = structure(0:49, dim = 50L)
trainInstancesDir = "./Instances"
trainInstancesFile = ""
sampleInstances = TRUE
testInstancesDir = ""
testInstancesFile = ""
testInstances = NULL
testNbElites = 1
testIterationElites = FALSE
testType = "friedman"
firstTest = 5
eachTest = 1
targetRunner = function (...) {    .External(".Python", <pointer: 0x7eff48f0e140>, ...)}
targetRunnerLauncher = ""
targetRunnerLauncherArgs = "{targetRunner} {targetRunnerArgs}"
targetRunnerRetries = 0
targetRunnerData = ""
targetRunnerParallel = NULL
targetEvaluator = NULL
deterministic = FALSE
maxExperiments = 2000
maxTime = 0
budgetEstimation = 0.02
minMeasurableTime = 0.01
parallel = 16
loadBalancing = TRUE
mpi = FALSE
batchmode = "0"
digits = 4
quiet = FALSE
debugLevel = 3
seed = NA_character_
softRestart = TRUE
softRestartThreshold = 1e-04
elitist = TRUE
elitistNewInstances = 1
elitistLimit = 2
repairConfiguration = NULL
capping = FALSE
cappingType = "median"
boundType = "candidate"
boundMax = NULL
boundDigits = 0
boundPar = 1
boundAsTimeout = TRUE
postselection = 0
aclib = FALSE
nbIterations = 0
nbExperimentsPerIteration = 0
minNbSurvival = 0
nbConfigurations = 0
mu = 5
confidence = 0.95
## end of irace scenario
# 2024-05-09 03:37:49 CEST: RNGkind: Mersenne-Twister Inversion Rejection
# 2024-05-09 03:37:49 CEST: .Random.seed: 10403, 624, 1654823464, -667846135, 484060726, 1564852031, -87074700, -1208239899, -707022750, 423835771, -584222336, -434779263, 642417486, -173794441, 625346892, 1893354973, -1029598470, -1563204557, -2087660584, -1986814983, 1176013670, -333328721, -1656724188, -1764240939, -1840260974, 276944619, -1496446672, 312789873, 398239358, 1023654119, -985281540, 1346118861, 1926553898, -1525583709, -2108524152, 96418281, -1980025706, 1953151519, 1594465748, 898311877, 405474498, -1763634853, 1366787296, -749418655, 1348769198, 299086423, -1192543572, 1090828221, 98089818, 1802213651, 352488248, 2136167385, -2066404922, 1536655759, -1955200380, -1373325387, 141577458, -1027086389, 145026192, 950320977, 2029342942, -1570043961, -2032052900, -920451411, -552590966, -1826038397, -931395352, -525407799, -1212585226, -186702593, -1869573324, -1368161115, 350394658, -732079557, 647053376, -2100055231, 920770574, 1122023735, -1332536308, -96071267, 178131898, -1689240077, -1336282472, -1141834823, -1199900634, -247946129, -1356574748, 1745259925, 805630290, -1517786965, -466124816, 299934513, 1549609790, -586430809, 1647021756, 1641863309, 1835373034, 1420343907, 385304648, 989366697, 1638715734, -816119841, -1430505324, -2144546171, -1122347646, 435163931, 156412832, 1435143969, 408570478, 1619210263, 580234604, -115975299, -183919590, 1371099859, 762251768, 258249625, 44168838, 1270691663, 2040745284, -699531, -1071266382, -1896130165, -1671576752, -1118800111, 646722974, 849212807, -2088994788, 350329453, -940756406, 1456015171, -1147390040, 1653873033, -1888655434, -795456833, -186348044, 1143935077, 233456098, 1272003579, -1835809024, -1468966143, -10097458, -1636624649, -783618356, 1441633629, 1966298234, -908142669, -803614376, -978969735, -790485786, -438486481, -2008352092, -311883435, 2078984722, -245843349, 2146416304, 1441544945, 135950334, 1155109991, -1020522116, -1733735347, 616497834, 583124003, 1883428616, 561617257, -1802293738, -1589049953, -496921772, -806207931, 275406402, -365374245, 1194103392, -729803039, -1029914834, -1939313193, 722133036, -448544963, -952943398, 1526254739, 1211254968, -1498573991, -590118074, 374385935, -1535944700, -472273099, 845938290, -623342773, -909813232, -223613231, -39855522, 292987719, -1517135140, 1605103149, 1173553930, 1573581059, 1522738792, -1113519799, 280372342, -970248065, 311118004, 888036389, -642602334, 291429819, -1745547840, 783205057, 76988814, 370881719, 1244496268, 932239645, -1289661126, 2017407347, -1315934184, -160236743, 739119526, 265261039, -1015782044, -759216875, -1094622510, -172831701, -1598640784, -1501064527, -810257218, -231923161, 1527206972, -1738440691, 2040607594, -920875549, 217392584, -117282519, -277984554, -1611347105, 1354346004, -1063556603, -1965349118, 2038126235, -507168480, 133521057, 871101422, -2092733545, -183840020, -1723014403, -1927963238, -1326840237, -1811134600, 1961775897, 271175686, -518921521, 111551172, -443430155, 134412082, -2011202293, 396079312, -2139674991, 317734686, -1665855225, -1075642980, 759300589, -1713269814, 1106156227, -2068785880, 295024905, 1750311222, 1801311807, -1807432844, -59676699, 1358680930, 1992703867, 1836389504, -1387533695, -1959504306, 2006520439, -1644506036, 317709533, 891819514, -1338946765, -478294312, 1578605305, 650034790, 1959765423, -1151299548, -2083962667, 21543826, 1951833579, 759981104, -1955419535, 669727102, 583430119, 1551718140, -993692723, 214705194, -1049028701, 734934152, -1051526935, -16898154, 1092505887, 8685780, -1377282619, 1697427394, -109602725, 1876729824, 1739220577, 285730990, -220976809, 1666549164, 1760675517, 393264730, 1028456467, -4389320, 1776734937, 1499782342, -1849632625, 1526443396, 1356703413, -1448431630, 948973259, -861878384, -831381935, 993879006, -233226553, 1697538140, -1050421843, -998710134, 1559495811, -668646424, 1043474633, -2096767498, 367934463, -456065484, -696765531, 210091042, -1916313285, 164879168, 2080952897, -1744917746, 1353494583, 259188492, 466264221, 738694842, 997532915, -1264456296, -866911559, -575395034, -627213457, -1966114076, 742849685, 205575250, -284938325, -865019152, 1282245169, 1165934142, -731546201, -1169286724, 1100294029, 1056953578, 1167548771, -879885496, 975915177, 268616790, -1165650209, -1132321900, -1281818235, -1742800766, 1542298139, 1211287200, 727658017, -1095721618, 1222289175, 413857900, 1743940221, -150692070, -1444824621, 973374712, 894898841, 893692294, -836923825, 473167940, 830292597, 1076046002, 1307222155, -275472816, 73192977, 189221022, -278713209, -399211748, 533817709, -2038893238, -929354173, -1277136216, -482977655, 227334838, -610508353, 787478772, -1094533275, 1695573218, 673334011, 600924672, -1297778175, -273301554, -283767305, -1588217396, 1172382813, -2004887686, -1546993997, 868011096, -790095239, 766400486, -956755665, 209790372, -1208453035, 1751756050, -1485078165, -454815312, -247981583, 489620222, -993375385, 658087036, -225404083, 821839274, 1329031971, -1426812408, -481601431, 792469782, 32152735, 259161684, -1385337531, -596508350, 1386044379, -2121814688, 1255388641, 1638273582, -1290345257, 2009803564, 1779355197, 2089893850, 1617441683, -1314733128, 1191121497, -527878586, -68680689, -2062613756, 1395695157, -1272159886, -370224565, 1194800400, 167202257, -674370210, 844290631, 1538614748, 206224685, 1621214730, 1587812355, 916611432, 1617053769, 1957205878, -1842854017, 1566684084, 1896942373, 1935396258, -677976901, 841853120, 685892033, 387552398, 1620388791, 375606412, 1156802589, -78587846, 854726771, 797862680, -1147930055, -1284684634, 2141349615, -617246620, -761416683, 1585661394, -1619225813, -1654257552, 1100116401, 1673267134, 1907677479, 369090364, 2071449357, -1014925718, -1743178525, 1220665544, -59561943, 694828502, -854760865, 1142266132, 925210885, -1427781118, 1330044315, -224701408, 2110258593, -559397138, 524870295, -1552540180, 50786813, -1193893734, -1969197741, -1789410696, -828452327, 1475511046, 1088436687, -1874014780, 1102559733, -1366926798, -295910389, 1514703824, -2029943407, -1248767458, 413681671, -1838085988, 177197293, -1816963382, -1194409533, 1059786792, -713689079, -451341258, -816714433, 451292788, 1763907301, 271054434, -303741317, 1806217088, 1987971457, 1391077710, 1927940471, -245653684, -1933480995, -180709126, -223661517, 920046040, -1676174855, -877596314, 173636783, 1370274596, -403263531, -145908078, -1731762965, -592003280, -985888399, -1914319746, 417670887, -1184833028, 1074447053, -1756403926, -1711489373, -474615928, -2057127959, -1957881194, -1850873825, 1697346516, -1400798011, 1010455234, -2086002853, 841857760, 1006372193, -629720146, 993042519, 2120994988, -2036673091, 2090123610, 306865939, -740064968, -1141485095, 1480626118, -2100940913, -122857340, 1221760437, -1745808654, -51087925, 1871225488, -482640559, 2035381982, -1071417913, 522677084, 1583391917, 544057226, 819669891, 1815772904, 573663177, 1268666614, -388410625, -767727308, -491199835, -734732510, 2093836347, -956139968, -214306495, -1478001138, -1277909193, 1962848780, 1359687581, -1493362246, -1397355533, -1739200360, 1110636985, -1824956890, 752767599, -1968790044, 600009621, -74926254, 354154155, 1234580976, -1007263439, -798207682, -1206176601, 68986044, 1678341773, 220600298, -1901983645, 2056306248, 1037698985, -1583040682, -2054410785, 1031016084, 692138117, -1993368702, -511237861, -1761680992, -1120940767, -1177358226, 1955470871, -1418968212, 143292797, 1485546010, -1591336749
# 2024-05-09 03:37:49 CEST: Initialization
# Elitist race
# Elitist new instances: 1
# Elitist limit: 2
# nbIterations: 5
# minNbSurvival: 5
# nbParameters: 8
# seed: 748926604
# confidence level: 0.95
# budget: 2000
# mu: 5
# deterministic: FALSE

# 2024-05-09 03:37:49 CEST: Iteration 1 of 5
# experimentsUsedSoFar: 0
# remainingBudget: 2000
# currentBudget: 400
# nbConfigurations: 66
# 2024-05-09 03:37:49 CEST: Sample 66 configurations from uniform distribution
# 2024-05-09 03:37:49 CEST: Configurations for the race n 1 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   SHADE    SHADE      jDE      120         0            30          90
2     2   SHADE    SHADE    EPSDE      260        50            30          60
3     3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4     4     jDE    SHADE     SaDE      180        40             5         300
5     5   SHADE    SHADE    EPSDE      140        40            15          60
6     6     jDE     SaDE      jDE      200         0            40         160
7     7   SHADE     SaDE      jDE      200        10            30         220
8     8   EPSDE     SaDE      jDE       90        50            15          30
9     9     jDE      jDE    EPSDE      180        40            30         160
10   10     jDE      jDE    SHADE      100        10            20        <NA>
11   11   EPSDE     SaDE      jDE      300        20            30         200
12   12   EPSDE      jDE    SHADE       80        40             0        <NA>
13   13   SHADE      jDE    EPSDE       90         0            10          40
14   14     jDE    EPSDE     SaDE      300        10            10         240
15   15   EPSDE     SaDE    EPSDE      100        10            10          30
16   16   SHADE     SaDE     SaDE      220        50            40         180
17   17     jDE      jDE    SHADE      120        20            15        <NA>
18   18   EPSDE    SHADE    EPSDE       80        10            20         100
19   19    SaDE    EPSDE      jDE      300         0            50        <NA>
20   20   EPSDE    SHADE      jDE      180        10            30         120
21   21     jDE     SaDE     SaDE       40        20            25         220
22   22   EPSDE    EPSDE    EPSDE      200        20             5         120
23   23    SaDE      jDE    EPSDE      140        40            25          50
24   24   SHADE      jDE    SHADE      260        10            40          40
25   25     jDE    EPSDE    SHADE       80         0             0        <NA>
26   26     jDE      jDE    SHADE       90        50            20        <NA>
27   27   SHADE      jDE    EPSDE      300        10            40         220
28   28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29   29    SaDE      jDE    SHADE      200        20            20        <NA>
30   30    SaDE      jDE    EPSDE      240        10            25         200
31   31   SHADE     SaDE     SaDE      260        30            25         240
32   32     jDE    EPSDE     SaDE       60         0            40         280
33   33   EPSDE    EPSDE     SaDE      200        30            30         140
34   34   SHADE    SHADE     SaDE       90        20            20          30
35   35   SHADE     SaDE     SaDE      120        10            50         240
36   36   EPSDE    SHADE    EPSDE       80        20            50          50
37   37   EPSDE      jDE     SaDE      220        50            20          90
38   38     jDE    SHADE      jDE      260        20            40          60
39   39     jDE     SaDE    EPSDE       40        30            30          60
40   40   EPSDE    SHADE    SHADE      240        10            40         180
41   41     jDE     SaDE    SHADE      300        10            40          60
42   42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43   43    SaDE     SaDE    SHADE       90        50            15          80
44   44    SaDE    SHADE    SHADE       90        30            10         200
45   45    SaDE    SHADE     SaDE       30        40            40         180
46   46   EPSDE     SaDE     SaDE      100        20            20          30
47   47   SHADE    SHADE      jDE       90        50            20          50
48   48     jDE     SaDE    SHADE      140        20            10         220
49   49   EPSDE     SaDE      jDE      260        20            15          80
50   50    SaDE      jDE      jDE       50        30             5        <NA>
51   51     jDE     SaDE    EPSDE      140        30            15         100
52   52   SHADE     SaDE    SHADE      140        30            15         200
53   53    SaDE    EPSDE     SaDE      100        30            15         280
54   54    SaDE     SaDE    SHADE       80        50            25         140
55   55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56   56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57   57     jDE     SaDE      jDE       50        20            40          30
58   58   SHADE      jDE    EPSDE       60        30            20         220
59   59   SHADE      jDE      jDE      140        10             0         160
60   60   EPSDE     SaDE     SaDE       80         0            30          50
61   61   SHADE     SaDE      jDE       30         0             5          40
62   62   SHADE    SHADE      jDE      120         0            25          30
63   63     jDE      jDE     SaDE      120        10            30         120
64   64     jDE      jDE    EPSDE       60        10            40         300
65   65   EPSDE      jDE    EPSDE       80        40            20         120
66   66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
   param_ms_k .PARENT.
1          NA       NA
2      0.8795       NA
3          NA       NA
4      0.1200       NA
5      0.3087       NA
6          NA       NA
7          NA       NA
8          NA       NA
9      0.7907       NA
10         NA       NA
11         NA       NA
12         NA       NA
13     0.6246       NA
14     0.0787       NA
15     0.0316       NA
16     0.2148       NA
17         NA       NA
18     0.8300       NA
19         NA       NA
20         NA       NA
21     0.3456       NA
22     0.5775       NA
23     0.3368       NA
24         NA       NA
25         NA       NA
26         NA       NA
27     0.3514       NA
28         NA       NA
29         NA       NA
30     0.5114       NA
31     0.0783       NA
32     0.8271       NA
33     0.0802       NA
34     0.6621       NA
35     0.8002       NA
36     0.6881       NA
37     0.5125       NA
38         NA       NA
39     0.0336       NA
40         NA       NA
41         NA       NA
42         NA       NA
43         NA       NA
44         NA       NA
45     0.0740       NA
46     0.5699       NA
47         NA       NA
48         NA       NA
49         NA       NA
50         NA       NA
51     0.6985       NA
52         NA       NA
53     0.5637       NA
54         NA       NA
55         NA       NA
56         NA       NA
57         NA       NA
58     0.4222       NA
59         NA       NA
60     0.2907       NA
61         NA       NA
62         NA       NA
63     0.8535       NA
64     0.4555       NA
65     0.2976       NA
66         NA       NA
# 2024-05-09 03:37:49 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '90'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.8795), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.12), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7907), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '30'), ('param_ms_k', 0.0316), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6246), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.3087), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.0787), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.83), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_ms_k', 0.3456), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5775), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '50'), ('param_ms_k', 0.3368), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5114), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.8271), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.0802), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.6621), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.8002), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.6881), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.5125), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.0336), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.074), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.5699), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.6985), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.5637), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '140'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '220'), ('param_ms_k', 0.4222), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_ms_k', 0.2907), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_ms_k', 0.8535), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.4555), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.2976), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '40')])
|x|          1|         66|         31|    -3049.689936|         66|00:28:35|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.8795), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '90'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.3087), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.12), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7907), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6246), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.0787), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '30'), ('param_ms_k', 0.0316), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.83), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_ms_k', 0.3456), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5775), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '50'), ('param_ms_k', 0.3368), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5114), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.8271), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.0802), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.6621), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.8002), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.6881), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.5125), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.0336), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.074), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.5699), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.6985), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.5637), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '140'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '220'), ('param_ms_k', 0.4222), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_ms_k', 0.2907), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_ms_k', 0.8535), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.4555), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.2976), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '40')])
|x|          2|         66|         16|    -3049.689936|        132|00:28:54|+0.97|0.99|0.9768|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.8795), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '90'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.12), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.3087), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7907), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6246), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.0787), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '30'), ('param_ms_k', 0.0316), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.83), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_ms_k', 0.3456), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5775), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '50'), ('param_ms_k', 0.3368), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5114), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.8271), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.0802), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.6621), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.8002), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.6881), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.5125), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.0336), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.074), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.5699), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.6985), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.5637), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '140'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '220'), ('param_ms_k', 0.4222), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_ms_k', 0.2907), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_ms_k', 0.8535), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.4555), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.2976), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '40')])
|x|          3|         66|         16|    -3049.689936|        198|00:29:03|+0.97|0.98|0.6511|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.8795), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '90'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.12), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.3087), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7907), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6246), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.0787), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '30'), ('param_ms_k', 0.0316), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.83), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_ms_k', 0.3456), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5775), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '50'), ('param_ms_k', 0.3368), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5114), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.8271), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.0802), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.6621), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.8002), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.6881), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.5125), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.0336), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.074), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.5699), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.6985), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.5637), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '140'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '220'), ('param_ms_k', 0.4222), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_ms_k', 0.2907), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_ms_k', 0.8535), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.4555), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.2976), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '40')])
|x|          4|         66|         16|    -3049.671672|        264|00:29:11|+0.97|0.98|0.5918|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '90'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.8795), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.12), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.3087), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7907), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6246), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.0787), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '30'), ('param_ms_k', 0.0316), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.83), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_ms_k', 0.3456), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5775), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '50'), ('param_ms_k', 0.3368), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5114), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.8271), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.0802), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.6621), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.8002), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.6881), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.5125), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.0336), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.074), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.5699), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.6985), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.5637), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '140'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '220'), ('param_ms_k', 0.4222), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_ms_k', 0.2907), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_ms_k', 0.8535), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.4555), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.2976), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_archive', '40')])
|-|          5|          3|         16|    -3049.675325|        330|00:28:28|+0.40|0.52|0.4473|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (3) <= minimum number of configurations (5)
Best-so-far configuration:          16    mean value:     -3049.675325
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
16   16   SHADE     SaDE     SaDE      220        50            40         180
   param_ms_k .PARENT.
16     0.2148       NA

# 2024-05-09 06:02:04 CEST: Memory used in race():
                        output :              41.3 Kb
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 06:02:05 CEST: Results for the race of iteration 1 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
16   16   SHADE     SaDE     SaDE      220        50            40         180
31   31   SHADE     SaDE     SaDE      260        30            25         240
27   27   SHADE      jDE    EPSDE      300        10            40         220
1     1   SHADE    SHADE      jDE      120         0            30          90
2     2   SHADE    SHADE    EPSDE      260        50            30          60
3     3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4     4     jDE    SHADE     SaDE      180        40             5         300
5     5   SHADE    SHADE    EPSDE      140        40            15          60
6     6     jDE     SaDE      jDE      200         0            40         160
7     7   SHADE     SaDE      jDE      200        10            30         220
8     8   EPSDE     SaDE      jDE       90        50            15          30
9     9     jDE      jDE    EPSDE      180        40            30         160
10   10     jDE      jDE    SHADE      100        10            20        <NA>
11   11   EPSDE     SaDE      jDE      300        20            30         200
12   12   EPSDE      jDE    SHADE       80        40             0        <NA>
13   13   SHADE      jDE    EPSDE       90         0            10          40
14   14     jDE    EPSDE     SaDE      300        10            10         240
15   15   EPSDE     SaDE    EPSDE      100        10            10          30
17   17     jDE      jDE    SHADE      120        20            15        <NA>
18   18   EPSDE    SHADE    EPSDE       80        10            20         100
19   19    SaDE    EPSDE      jDE      300         0            50        <NA>
20   20   EPSDE    SHADE      jDE      180        10            30         120
21   21     jDE     SaDE     SaDE       40        20            25         220
22   22   EPSDE    EPSDE    EPSDE      200        20             5         120
23   23    SaDE      jDE    EPSDE      140        40            25          50
24   24   SHADE      jDE    SHADE      260        10            40          40
25   25     jDE    EPSDE    SHADE       80         0             0        <NA>
26   26     jDE      jDE    SHADE       90        50            20        <NA>
28   28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29   29    SaDE      jDE    SHADE      200        20            20        <NA>
30   30    SaDE      jDE    EPSDE      240        10            25         200
32   32     jDE    EPSDE     SaDE       60         0            40         280
33   33   EPSDE    EPSDE     SaDE      200        30            30         140
34   34   SHADE    SHADE     SaDE       90        20            20          30
35   35   SHADE     SaDE     SaDE      120        10            50         240
36   36   EPSDE    SHADE    EPSDE       80        20            50          50
37   37   EPSDE      jDE     SaDE      220        50            20          90
38   38     jDE    SHADE      jDE      260        20            40          60
39   39     jDE     SaDE    EPSDE       40        30            30          60
40   40   EPSDE    SHADE    SHADE      240        10            40         180
41   41     jDE     SaDE    SHADE      300        10            40          60
42   42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43   43    SaDE     SaDE    SHADE       90        50            15          80
44   44    SaDE    SHADE    SHADE       90        30            10         200
45   45    SaDE    SHADE     SaDE       30        40            40         180
46   46   EPSDE     SaDE     SaDE      100        20            20          30
47   47   SHADE    SHADE      jDE       90        50            20          50
48   48     jDE     SaDE    SHADE      140        20            10         220
49   49   EPSDE     SaDE      jDE      260        20            15          80
50   50    SaDE      jDE      jDE       50        30             5        <NA>
51   51     jDE     SaDE    EPSDE      140        30            15         100
52   52   SHADE     SaDE    SHADE      140        30            15         200
53   53    SaDE    EPSDE     SaDE      100        30            15         280
54   54    SaDE     SaDE    SHADE       80        50            25         140
55   55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56   56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57   57     jDE     SaDE      jDE       50        20            40          30
58   58   SHADE      jDE    EPSDE       60        30            20         220
59   59   SHADE      jDE      jDE      140        10             0         160
60   60   EPSDE     SaDE     SaDE       80         0            30          50
61   61   SHADE     SaDE      jDE       30         0             5          40
62   62   SHADE    SHADE      jDE      120         0            25          30
63   63     jDE      jDE     SaDE      120        10            30         120
64   64     jDE      jDE    EPSDE       60        10            40         300
65   65   EPSDE      jDE    EPSDE       80        40            20         120
66   66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
   param_ms_k .PARENT. .ALIVE. .RANK.
16     0.2148       NA    TRUE      7
31     0.0783       NA    TRUE      9
27     0.3514       NA    TRUE     14
1          NA       NA   FALSE    Inf
2      0.8795       NA   FALSE    Inf
3          NA       NA   FALSE    Inf
4      0.1200       NA   FALSE    Inf
5      0.3087       NA   FALSE    Inf
6          NA       NA   FALSE    Inf
7          NA       NA   FALSE    Inf
8          NA       NA   FALSE    Inf
9      0.7907       NA   FALSE    Inf
10         NA       NA   FALSE    Inf
11         NA       NA   FALSE    Inf
12         NA       NA   FALSE    Inf
13     0.6246       NA   FALSE    Inf
14     0.0787       NA   FALSE    Inf
15     0.0316       NA   FALSE    Inf
17         NA       NA   FALSE    Inf
18     0.8300       NA   FALSE    Inf
19         NA       NA   FALSE    Inf
20         NA       NA   FALSE    Inf
21     0.3456       NA   FALSE    Inf
22     0.5775       NA   FALSE    Inf
23     0.3368       NA   FALSE    Inf
24         NA       NA   FALSE    Inf
25         NA       NA   FALSE    Inf
26         NA       NA   FALSE    Inf
28         NA       NA   FALSE    Inf
29         NA       NA   FALSE    Inf
30     0.5114       NA   FALSE    Inf
32     0.8271       NA   FALSE    Inf
33     0.0802       NA   FALSE    Inf
34     0.6621       NA   FALSE    Inf
35     0.8002       NA   FALSE    Inf
36     0.6881       NA   FALSE    Inf
37     0.5125       NA   FALSE    Inf
38         NA       NA   FALSE    Inf
39     0.0336       NA   FALSE    Inf
40         NA       NA   FALSE    Inf
41         NA       NA   FALSE    Inf
42         NA       NA   FALSE    Inf
43         NA       NA   FALSE    Inf
44         NA       NA   FALSE    Inf
45     0.0740       NA   FALSE    Inf
46     0.5699       NA   FALSE    Inf
47         NA       NA   FALSE    Inf
48         NA       NA   FALSE    Inf
49         NA       NA   FALSE    Inf
50         NA       NA   FALSE    Inf
51     0.6985       NA   FALSE    Inf
52         NA       NA   FALSE    Inf
53     0.5637       NA   FALSE    Inf
54         NA       NA   FALSE    Inf
55         NA       NA   FALSE    Inf
56         NA       NA   FALSE    Inf
57         NA       NA   FALSE    Inf
58     0.4222       NA   FALSE    Inf
59         NA       NA   FALSE    Inf
60     0.2907       NA   FALSE    Inf
61         NA       NA   FALSE    Inf
62         NA       NA   FALSE    Inf
63     0.8535       NA   FALSE    Inf
64     0.4555       NA   FALSE    Inf
65     0.2976       NA   FALSE    Inf
66         NA       NA   FALSE    Inf
# 2024-05-09 06:02:05 CEST: Extracting elites
# 2024-05-09 06:02:05 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
16   16   SHADE     SaDE     SaDE      220        50            40         180
31   31   SHADE     SaDE     SaDE      260        30            25         240
27   27   SHADE      jDE    EPSDE      300        10            40         220
   param_ms_k .PARENT. .ALIVE. .RANK.          .WEIGHT.
16     0.2148       NA    TRUE      7 0.500000000000000
31     0.0783       NA    TRUE      9 0.333333333333333
27     0.3514       NA    TRUE     14 0.166666666666667
# 2024-05-09 06:02:05 CEST: Initialise model
# 2024-05-09 06:02:05 CEST: End of iteration 1
# 2024-05-09 06:02:05 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   SHADE    SHADE      jDE      120         0            30          90
2     2   SHADE    SHADE    EPSDE      260        50            30          60
3     3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4     4     jDE    SHADE     SaDE      180        40             5         300
5     5   SHADE    SHADE    EPSDE      140        40            15          60
6     6     jDE     SaDE      jDE      200         0            40         160
7     7   SHADE     SaDE      jDE      200        10            30         220
8     8   EPSDE     SaDE      jDE       90        50            15          30
9     9     jDE      jDE    EPSDE      180        40            30         160
10   10     jDE      jDE    SHADE      100        10            20        <NA>
11   11   EPSDE     SaDE      jDE      300        20            30         200
12   12   EPSDE      jDE    SHADE       80        40             0        <NA>
13   13   SHADE      jDE    EPSDE       90         0            10          40
14   14     jDE    EPSDE     SaDE      300        10            10         240
15   15   EPSDE     SaDE    EPSDE      100        10            10          30
16   16   SHADE     SaDE     SaDE      220        50            40         180
17   17     jDE      jDE    SHADE      120        20            15        <NA>
18   18   EPSDE    SHADE    EPSDE       80        10            20         100
19   19    SaDE    EPSDE      jDE      300         0            50        <NA>
20   20   EPSDE    SHADE      jDE      180        10            30         120
21   21     jDE     SaDE     SaDE       40        20            25         220
22   22   EPSDE    EPSDE    EPSDE      200        20             5         120
23   23    SaDE      jDE    EPSDE      140        40            25          50
24   24   SHADE      jDE    SHADE      260        10            40          40
25   25     jDE    EPSDE    SHADE       80         0             0        <NA>
26   26     jDE      jDE    SHADE       90        50            20        <NA>
27   27   SHADE      jDE    EPSDE      300        10            40         220
28   28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29   29    SaDE      jDE    SHADE      200        20            20        <NA>
30   30    SaDE      jDE    EPSDE      240        10            25         200
31   31   SHADE     SaDE     SaDE      260        30            25         240
32   32     jDE    EPSDE     SaDE       60         0            40         280
33   33   EPSDE    EPSDE     SaDE      200        30            30         140
34   34   SHADE    SHADE     SaDE       90        20            20          30
35   35   SHADE     SaDE     SaDE      120        10            50         240
36   36   EPSDE    SHADE    EPSDE       80        20            50          50
37   37   EPSDE      jDE     SaDE      220        50            20          90
38   38     jDE    SHADE      jDE      260        20            40          60
39   39     jDE     SaDE    EPSDE       40        30            30          60
40   40   EPSDE    SHADE    SHADE      240        10            40         180
41   41     jDE     SaDE    SHADE      300        10            40          60
42   42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43   43    SaDE     SaDE    SHADE       90        50            15          80
44   44    SaDE    SHADE    SHADE       90        30            10         200
45   45    SaDE    SHADE     SaDE       30        40            40         180
46   46   EPSDE     SaDE     SaDE      100        20            20          30
47   47   SHADE    SHADE      jDE       90        50            20          50
48   48     jDE     SaDE    SHADE      140        20            10         220
49   49   EPSDE     SaDE      jDE      260        20            15          80
50   50    SaDE      jDE      jDE       50        30             5        <NA>
51   51     jDE     SaDE    EPSDE      140        30            15         100
52   52   SHADE     SaDE    SHADE      140        30            15         200
53   53    SaDE    EPSDE     SaDE      100        30            15         280
54   54    SaDE     SaDE    SHADE       80        50            25         140
55   55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56   56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57   57     jDE     SaDE      jDE       50        20            40          30
58   58   SHADE      jDE    EPSDE       60        30            20         220
59   59   SHADE      jDE      jDE      140        10             0         160
60   60   EPSDE     SaDE     SaDE       80         0            30          50
61   61   SHADE     SaDE      jDE       30         0             5          40
62   62   SHADE    SHADE      jDE      120         0            25          30
63   63     jDE      jDE     SaDE      120        10            30         120
64   64     jDE      jDE    EPSDE       60        10            40         300
65   65   EPSDE      jDE    EPSDE       80        40            20         120
66   66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
   param_ms_k .PARENT.
1          NA       NA
2      0.8795       NA
3          NA       NA
4      0.1200       NA
5      0.3087       NA
6          NA       NA
7          NA       NA
8          NA       NA
9      0.7907       NA
10         NA       NA
11         NA       NA
12         NA       NA
13     0.6246       NA
14     0.0787       NA
15     0.0316       NA
16     0.2148       NA
17         NA       NA
18     0.8300       NA
19         NA       NA
20         NA       NA
21     0.3456       NA
22     0.5775       NA
23     0.3368       NA
24         NA       NA
25         NA       NA
26         NA       NA
27     0.3514       NA
28         NA       NA
29         NA       NA
30     0.5114       NA
31     0.0783       NA
32     0.8271       NA
33     0.0802       NA
34     0.6621       NA
35     0.8002       NA
36     0.6881       NA
37     0.5125       NA
38         NA       NA
39     0.0336       NA
40         NA       NA
41         NA       NA
42         NA       NA
43         NA       NA
44         NA       NA
45     0.0740       NA
46     0.5699       NA
47         NA       NA
48         NA       NA
49         NA       NA
50         NA       NA
51     0.6985       NA
52         NA       NA
53     0.5637       NA
54         NA       NA
55         NA       NA
56         NA       NA
57         NA       NA
58     0.4222       NA
59         NA       NA
60     0.2907       NA
61         NA       NA
62         NA       NA
63     0.8535       NA
64     0.4555       NA
65     0.2976       NA
66         NA       NA
# 2024-05-09 06:02:05 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              58.9 Kb
                   raceResults :              34.4 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-09 06:02:06 CEST: Iteration 2 of 5
# experimentsUsedSoFar: 330
# remainingBudget: 1670
# currentBudget: 417
# nbConfigurations: 61
# 2024-05-09 06:02:06 CEST: Update model
# Model:
$value_f
$value_f$`16`
[1] 0.2 0.2 0.2 0.4

$value_f$`31`
[1] 0.2 0.2 0.2 0.4

$value_f$`27`
[1] 0.2 0.2 0.2 0.4


$value_cr
$value_cr$`16`
[1] 0.2 0.4 0.2 0.2

$value_cr$`31`
[1] 0.2 0.4 0.2 0.2

$value_cr$`27`
[1] 0.4 0.2 0.2 0.2


$value_ms
$value_ms$`16`
[1] 0.2 0.4 0.2 0.2

$value_ms$`31`
[1] 0.2 0.4 0.2 0.2

$value_ms$`27`
[1] 0.2 0.2 0.4 0.2


$NP_start
$NP_start$`16`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444

$NP_start$`31`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.24444444 0.04444444 0.04444444

$NP_start$`27`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.24444444


$NP_reduce
$NP_reduce$`16`
[1] 0.1333333 0.1333333 0.1333333 0.1333333 0.1333333 0.3333333

$NP_reduce$`31`
[1] 0.1333333 0.1333333 0.1333333 0.3333333 0.1333333 0.1333333

$NP_reduce$`27`
[1] 0.1333333 0.3333333 0.1333333 0.1333333 0.1333333 0.1333333


$param_ms_LP
$param_ms_LP$`16`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.24444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`31`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`27`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444


$param_ms_k
$param_ms_k$`16`
[1] 0.3006817 0.2148000

$param_ms_k$`31`
[1] 0.3006817 0.0783000

$param_ms_k$`27`
[1] 0.3006817 0.3514000


$param_archive
$param_archive$`16`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.28888889 0.08888889

$param_archive$`31`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.28888889 0.08888889
[8] 0.08888889 0.08888889

$param_archive$`27`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.28888889 0.08888889


# 2024-05-09 06:02:06 CEST: Sample 58 configurations from model
# 2024-05-09 06:02:06 CEST: Computing similarity of configurations . DONE
# 2024-05-09 06:02:06 CEST: Configurations for the race n 2 (elite configurations listed first, then new configurations):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
16    16   SHADE     SaDE     SaDE      220        50            40         180
31    31   SHADE     SaDE     SaDE      260        30            25         240
27    27   SHADE      jDE    EPSDE      300        10            40         220
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
    param_ms_k .PARENT.
16      0.2148       NA
31      0.0783       NA
27      0.3514       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
# 2024-05-09 06:02:06 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.0783), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3514), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.4062), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1254), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5999), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.9078), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.457), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.6553), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.1118), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.5465), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.4913), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.3888), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.1388), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.4628), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0962), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.2399), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.6775), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5149), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.2457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.4947), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.0825), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4822), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.759), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.266), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.0056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.5279), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '10'), ('param_ms_LP', '90'), ('param_ms_k', 0.3786), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.786), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.559), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.2757), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '160'), ('param_ms_k', 0.3022), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2296), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_ms_k', 0.1918), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.6065), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.673), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2645), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.2301), ('param_archive', '20')])
|x|          6|         61|         16|    -3049.689936|         61|00:30:48|   NA|  NA|    NA|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.4062), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1254), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5999), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.9078), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.457), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.1118), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.6553), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.4913), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.5465), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.3888), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.1388), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.4628), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0962), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.2399), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.6775), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5149), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.2457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.4947), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.0825), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4822), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.759), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.266), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.0056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.5279), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '10'), ('param_ms_LP', '90'), ('param_ms_k', 0.3786), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.786), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.559), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.2757), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '160'), ('param_ms_k', 0.3022), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2296), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_ms_k', 0.1918), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.6065), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.673), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2645), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.2301), ('param_archive', '20')])
|x|          2|         61|         16|    -3049.689936|        119|00:29:09|+0.93|0.97|0.3939|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.4062), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.9078), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.6553), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.5465), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1254), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.4913), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.1118), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5999), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.3888), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.1388), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.4628), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0962), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.2399), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.6775), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5149), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.2457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.4947), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.0825), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4822), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.759), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.266), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.0056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.5279), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '10'), ('param_ms_LP', '90'), ('param_ms_k', 0.3786), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.786), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.559), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.2757), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '160'), ('param_ms_k', 0.3022), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2296), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_ms_k', 0.1918), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.6065), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.673), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2645), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.2301), ('param_archive', '20')])
|x|          5|         61|         16|    -3049.689936|        177|00:28:43|+0.94|0.96|0.3315|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.4062), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1254), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5999), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.9078), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.457), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.6553), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.1118), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.5465), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.4913), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.3888), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.1388), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.4628), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0962), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.2399), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.6775), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5149), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.2457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.4947), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.0825), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4822), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.759), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.266), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.0056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.5279), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '10'), ('param_ms_LP', '90'), ('param_ms_k', 0.3786), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.786), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.559), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.2757), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '160'), ('param_ms_k', 0.3022), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2296), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_ms_k', 0.1918), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.6065), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.673), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2645), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.2301), ('param_archive', '20')])
|x|          3|         61|         16|    -3049.689936|        235|00:28:53|+0.94|0.96|0.2796|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.4062), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5999), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1254), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.9078), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.457), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.6553), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.1118), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.4913), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_ms_k', 0.5465), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.3888), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.1388), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.4628), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0962), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.2399), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.6775), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5149), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.2457), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.4947), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.0825), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4822), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.759), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.266), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_ms_k', 0.0056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.5279), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '70'), ('NP_reduce', '10'), ('param_ms_LP', '90'), ('param_ms_k', 0.3786), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '120'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.786), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.559), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.2757), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '160'), ('param_ms_k', 0.3022), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2296), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '280'), ('param_ms_k', 0.1918), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '100'), ('NP_reduce', '20'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.6065), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.673), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2645), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.2301), ('param_archive', '20')])
|-|          4|          6|         91|    -3049.674999|        293|00:28:35|+0.55|0.64|0.5016|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_ms_k', 0.3417), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
|-|          1|          3|         91|    -3049.677489|        296|00:10:05|-0.10|0.08|0.7580|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (3) <= minimum number of configurations (5)
Best-so-far configuration:          91    mean value:     -3049.677489
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91   91     jDE      jDE     SaDE      260         0            50         120
   param_ms_k .PARENT.
91     0.4179       31

# 2024-05-09 08:38:23 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 08:38:24 CEST: Results for the race of iteration 2 (from best to worst, according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
16    16   SHADE     SaDE     SaDE      220        50            40         180
118  118     jDE     SaDE     SaDE      180        20             5         180
31    31   SHADE     SaDE     SaDE      260        30            25         240
27    27   SHADE      jDE    EPSDE      300        10            40         220
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
    param_ms_k .PARENT. .ALIVE. .RANK.
91      0.4179       31    TRUE     10
16      0.2148       NA    TRUE     13
118     0.0016       16    TRUE     13
31      0.0783       NA   FALSE    Inf
27      0.3514       NA   FALSE    Inf
67          NA       16   FALSE    Inf
68      0.4062       16   FALSE    Inf
69      0.1254       16   FALSE    Inf
70      0.5999       27   FALSE    Inf
71      0.9078       16   FALSE    Inf
72          NA       31   FALSE    Inf
73      0.4570       31   FALSE    Inf
74      0.6553       16   FALSE    Inf
75      0.1118       16   FALSE    Inf
76      0.5465       27   FALSE    Inf
77      0.4913       16   FALSE    Inf
78      0.3888       16   FALSE    Inf
79          NA       16   FALSE    Inf
80          NA       27   FALSE    Inf
81          NA       31   FALSE    Inf
82      0.1388       16   FALSE    Inf
83      0.4628       27   FALSE    Inf
84          NA       16   FALSE    Inf
85      0.0962       31   FALSE    Inf
86      0.2399       16   FALSE    Inf
87          NA       16   FALSE    Inf
88      0.6775       16   FALSE    Inf
89      0.5149       27   FALSE    Inf
90      0.2457       27   FALSE    Inf
92          NA       16   FALSE    Inf
93          NA       16   FALSE    Inf
94          NA       16   FALSE    Inf
95          NA       31   FALSE    Inf
96      0.3417       27   FALSE    Inf
97          NA       27   FALSE    Inf
98      0.4947       31   FALSE    Inf
99          NA       27   FALSE    Inf
100     0.0825       31   FALSE    Inf
101     0.4822       31   FALSE    Inf
102     0.7590       16   FALSE    Inf
103     0.2660       31   FALSE    Inf
104     0.0056       16   FALSE    Inf
105     0.5279       27   FALSE    Inf
106     0.3786       16   FALSE    Inf
107         NA       16   FALSE    Inf
108         NA       31   FALSE    Inf
109     0.7860       27   FALSE    Inf
110     0.5590       27   FALSE    Inf
111     0.2757       27   FALSE    Inf
112     0.3022       31   FALSE    Inf
113         NA       16   FALSE    Inf
114     0.2296       31   FALSE    Inf
115     0.1918       16   FALSE    Inf
116         NA       16   FALSE    Inf
117         NA       16   FALSE    Inf
119         NA       31   FALSE    Inf
120         NA       16   FALSE    Inf
121     0.6065       16   FALSE    Inf
122     0.6730       16   FALSE    Inf
123     0.2645       16   FALSE    Inf
124     0.2301       16   FALSE    Inf
# 2024-05-09 08:38:24 CEST: Extracting elites
# 2024-05-09 08:38:24 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
16    16   SHADE     SaDE     SaDE      220        50            40         180
118  118     jDE     SaDE     SaDE      180        20             5         180
    param_ms_k .PARENT. .ALIVE. .RANK.          .WEIGHT.
91      0.4179       31    TRUE     10 0.500000000000000
16      0.2148       NA    TRUE     13 0.333333333333333
118     0.0016       16    TRUE     13 0.166666666666667
# 2024-05-09 08:38:24 CEST: End of iteration 2
# 2024-05-09 08:38:24 CEST: All configurations (sampling order):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1      1   SHADE    SHADE      jDE      120         0            30          90
2      2   SHADE    SHADE    EPSDE      260        50            30          60
3      3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4      4     jDE    SHADE     SaDE      180        40             5         300
5      5   SHADE    SHADE    EPSDE      140        40            15          60
6      6     jDE     SaDE      jDE      200         0            40         160
7      7   SHADE     SaDE      jDE      200        10            30         220
8      8   EPSDE     SaDE      jDE       90        50            15          30
9      9     jDE      jDE    EPSDE      180        40            30         160
10    10     jDE      jDE    SHADE      100        10            20        <NA>
11    11   EPSDE     SaDE      jDE      300        20            30         200
12    12   EPSDE      jDE    SHADE       80        40             0        <NA>
13    13   SHADE      jDE    EPSDE       90         0            10          40
14    14     jDE    EPSDE     SaDE      300        10            10         240
15    15   EPSDE     SaDE    EPSDE      100        10            10          30
16    16   SHADE     SaDE     SaDE      220        50            40         180
17    17     jDE      jDE    SHADE      120        20            15        <NA>
18    18   EPSDE    SHADE    EPSDE       80        10            20         100
19    19    SaDE    EPSDE      jDE      300         0            50        <NA>
20    20   EPSDE    SHADE      jDE      180        10            30         120
21    21     jDE     SaDE     SaDE       40        20            25         220
22    22   EPSDE    EPSDE    EPSDE      200        20             5         120
23    23    SaDE      jDE    EPSDE      140        40            25          50
24    24   SHADE      jDE    SHADE      260        10            40          40
25    25     jDE    EPSDE    SHADE       80         0             0        <NA>
26    26     jDE      jDE    SHADE       90        50            20        <NA>
27    27   SHADE      jDE    EPSDE      300        10            40         220
28    28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29    29    SaDE      jDE    SHADE      200        20            20        <NA>
30    30    SaDE      jDE    EPSDE      240        10            25         200
31    31   SHADE     SaDE     SaDE      260        30            25         240
32    32     jDE    EPSDE     SaDE       60         0            40         280
33    33   EPSDE    EPSDE     SaDE      200        30            30         140
34    34   SHADE    SHADE     SaDE       90        20            20          30
35    35   SHADE     SaDE     SaDE      120        10            50         240
36    36   EPSDE    SHADE    EPSDE       80        20            50          50
37    37   EPSDE      jDE     SaDE      220        50            20          90
38    38     jDE    SHADE      jDE      260        20            40          60
39    39     jDE     SaDE    EPSDE       40        30            30          60
40    40   EPSDE    SHADE    SHADE      240        10            40         180
41    41     jDE     SaDE    SHADE      300        10            40          60
42    42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43    43    SaDE     SaDE    SHADE       90        50            15          80
44    44    SaDE    SHADE    SHADE       90        30            10         200
45    45    SaDE    SHADE     SaDE       30        40            40         180
46    46   EPSDE     SaDE     SaDE      100        20            20          30
47    47   SHADE    SHADE      jDE       90        50            20          50
48    48     jDE     SaDE    SHADE      140        20            10         220
49    49   EPSDE     SaDE      jDE      260        20            15          80
50    50    SaDE      jDE      jDE       50        30             5        <NA>
51    51     jDE     SaDE    EPSDE      140        30            15         100
52    52   SHADE     SaDE    SHADE      140        30            15         200
53    53    SaDE    EPSDE     SaDE      100        30            15         280
54    54    SaDE     SaDE    SHADE       80        50            25         140
55    55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56    56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57    57     jDE     SaDE      jDE       50        20            40          30
58    58   SHADE      jDE    EPSDE       60        30            20         220
59    59   SHADE      jDE      jDE      140        10             0         160
60    60   EPSDE     SaDE     SaDE       80         0            30          50
61    61   SHADE     SaDE      jDE       30         0             5          40
62    62   SHADE    SHADE      jDE      120         0            25          30
63    63     jDE      jDE     SaDE      120        10            30         120
64    64     jDE      jDE    EPSDE       60        10            40         300
65    65   EPSDE      jDE    EPSDE       80        40            20         120
66    66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
    param_ms_k .PARENT.
1           NA       NA
2       0.8795       NA
3           NA       NA
4       0.1200       NA
5       0.3087       NA
6           NA       NA
7           NA       NA
8           NA       NA
9       0.7907       NA
10          NA       NA
11          NA       NA
12          NA       NA
13      0.6246       NA
14      0.0787       NA
15      0.0316       NA
16      0.2148       NA
17          NA       NA
18      0.8300       NA
19          NA       NA
20          NA       NA
21      0.3456       NA
22      0.5775       NA
23      0.3368       NA
24          NA       NA
25          NA       NA
26          NA       NA
27      0.3514       NA
28          NA       NA
29          NA       NA
30      0.5114       NA
31      0.0783       NA
32      0.8271       NA
33      0.0802       NA
34      0.6621       NA
35      0.8002       NA
36      0.6881       NA
37      0.5125       NA
38          NA       NA
39      0.0336       NA
40          NA       NA
41          NA       NA
42          NA       NA
43          NA       NA
44          NA       NA
45      0.0740       NA
46      0.5699       NA
47          NA       NA
48          NA       NA
49          NA       NA
50          NA       NA
51      0.6985       NA
52          NA       NA
53      0.5637       NA
54          NA       NA
55          NA       NA
56          NA       NA
57          NA       NA
58      0.4222       NA
59          NA       NA
60      0.2907       NA
61          NA       NA
62          NA       NA
63      0.8535       NA
64      0.4555       NA
65      0.2976       NA
66          NA       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
# 2024-05-09 08:38:24 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              99.8 Kb
                   raceResults :              33.1 Kb
                         Total :               0.2 Mb
                            gc :              39.6 Mb
# 2024-05-09 08:38:24 CEST: Iteration 3 of 5
# experimentsUsedSoFar: 626
# remainingBudget: 1374
# currentBudget: 458
# nbConfigurations: 59
# 2024-05-09 08:38:24 CEST: Update model
# Model:
$value_f
$value_f$`91`
[1] 0.52 0.12 0.12 0.24

$value_f$`16`
[1] 0.12 0.12 0.12 0.64

$value_f$`118`
[1] 0.52 0.12 0.12 0.24


$value_cr
$value_cr$`91`
[1] 0.52 0.24 0.12 0.12

$value_cr$`16`
[1] 0.12 0.64 0.12 0.12

$value_cr$`118`
[1] 0.12 0.64 0.12 0.12


$value_ms
$value_ms$`91`
[1] 0.12 0.64 0.12 0.12

$value_ms$`16`
[1] 0.12 0.64 0.12 0.12

$value_ms$`118`
[1] 0.12 0.64 0.12 0.12


$NP_start
$NP_start$`91`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.54666667 0.02666667 0.02666667

$NP_start$`16`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.54666667 0.02666667 0.02666667 0.02666667 0.02666667

$NP_start$`118`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.42666667
[13] 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667 0.02666667


$NP_reduce
$NP_reduce$`91`
[1] 0.48 0.08 0.08 0.20 0.08 0.08

$NP_reduce$`16`
[1] 0.08 0.08 0.08 0.08 0.08 0.60

$NP_reduce$`118`
[1] 0.08 0.08 0.48 0.08 0.08 0.20


$param_ms_LP
$param_ms_LP$`91`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.42666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667

$param_ms_LP$`16`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667

$param_ms_LP$`118`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667


$param_ms_k
$param_ms_k$`91`
[1] 0.1817957 0.4179000

$param_ms_k$`16`
[1] 0.1817957 0.2148000

$param_ms_k$`118`
[1] 0.1817957 0.0016000


$param_archive
$param_archive$`91`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.17333333 0.05333333
[8] 0.05333333 0.45333333

$param_archive$`16`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.57333333 0.05333333

$param_archive$`118`
[1] 0.05333333 0.45333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.17333333 0.05333333


# 2024-05-09 08:38:24 CEST: Sample 56 configurations from model
# 2024-05-09 08:38:24 CEST: Computing similarity of configurations . DONE
# 2024-05-09 08:38:24 CEST: Configurations for the race n 3 (elite configurations listed first, then new configurations):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
16    16   SHADE     SaDE     SaDE      220        50            40         180
118  118     jDE     SaDE     SaDE      180        20             5         180
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
131  131   SHADE      jDE     SaDE      260        40            25          70
132  132     jDE     SaDE     SaDE      260        30            25          40
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
139  139   SHADE      jDE     SaDE      220        50            40         300
140  140    SaDE     SaDE     SaDE      260        20             5          40
141  141   SHADE     SaDE     SaDE      260        30            40          40
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
144  144     jDE      jDE     SaDE      260         0            25          60
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
147  147    SaDE     SaDE     SaDE      220        50            40         180
148  148   EPSDE     SaDE     SaDE      240        50            30          80
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
154  154     jDE      jDE     SaDE      260         0            25         180
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
    param_ms_k .PARENT.
91      0.4179       31
16      0.2148       NA
118     0.0016       16
125         NA       16
126     0.2819       91
127     0.6339       91
128     0.3381       91
129     0.0170       16
130     0.1256       16
131     0.4220       91
132     0.2341       91
133     0.3123       91
134     0.0352      118
135         NA       91
136         NA       91
137         NA       91
138     0.0329       16
139     0.4047       16
140     0.0106      118
141     0.2700       91
142         NA       16
143     0.6308       91
144     0.3623       91
145     0.0531      118
146     0.3552       91
147     0.0138       16
148     0.4331       16
149         NA       91
150     0.1070       16
151         NA       91
152     0.6771       91
153     0.4232       91
154     0.3560       91
155     0.5090       91
156     0.4929       91
157         NA       91
158         NA       91
159     0.2420       91
160         NA       91
161         NA       91
162     0.2326       16
163         NA       16
164     0.1600       91
165     0.7479       91
166         NA       91
167     0.1786      118
168     0.3060       91
169     0.1476       16
170     0.3780       91
171     0.4823       91
172         NA       91
173     0.1335       16
174     0.5315       91
175     0.4490       16
176     0.3696       91
177     0.6578       91
178     0.3783       16
179     0.4635       91
180     0.5974       91
# 2024-05-09 08:38:24 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2819), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.6339), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3381), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.017), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.422), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3123), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0352), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0329), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.6308), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0531), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3552), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.107), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.6771), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4232), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.509), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.4929), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '240'), ('param_ms_k', 0.242), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2326), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.16), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_ms_k', 0.7479), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.1786), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.306), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1476), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.378), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4823), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.1335), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.5315), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.449), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3696), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.6578), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '220'), ('param_ms_k', 0.3783), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4635), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.5974), ('param_archive', '50')])
|x|          7|         59|         91|    -3049.689936|         59|00:33:42|   NA|  NA|    NA|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2819), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.6339), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3381), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.017), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.422), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3123), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0352), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0329), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.6308), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0531), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3552), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.107), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.6771), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4232), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.509), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.4929), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '240'), ('param_ms_k', 0.242), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2326), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.16), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_ms_k', 0.7479), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.1786), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.306), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1476), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.378), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4823), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.1335), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.5315), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.449), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3696), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.6578), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '220'), ('param_ms_k', 0.3783), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4635), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.5974), ('param_archive', '50')])
|x|          6|         59|        154|    -3049.689936|        115|00:32:47|+0.95|0.97|0.0001|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2819), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3381), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.6339), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.017), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.422), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3123), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0352), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0329), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.6308), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0531), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3552), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.107), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.6771), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4232), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.509), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.4929), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '240'), ('param_ms_k', 0.242), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2326), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.16), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_ms_k', 0.7479), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.1786), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.306), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1476), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.378), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4823), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.1335), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.5315), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.449), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3696), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.6578), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '220'), ('param_ms_k', 0.3783), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4635), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.5974), ('param_archive', '50')])
|x|          2|         59|         16|    -3049.689936|        171|01:16:29|+0.95|0.96|0.0001|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2819), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.6339), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3381), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.017), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.422), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3123), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0352), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0329), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.6308), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0531), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3552), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.107), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.6771), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4232), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.509), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.4929), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '240'), ('param_ms_k', 0.242), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2326), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.16), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_ms_k', 0.7479), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.1786), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.306), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1476), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.378), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4823), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.1335), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.5315), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.449), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3696), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.6578), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '220'), ('param_ms_k', 0.3783), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4635), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.5974), ('param_archive', '50')])
|x|          5|         59|         16|    -3049.689936|        227|00:46:39|+0.94|0.96|0.0001|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2819), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.6339), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3381), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.017), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '70'), ('param_ms_k', 0.422), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3123), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0352), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0329), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.6308), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0531), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3552), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.107), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.6771), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4232), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.509), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.4929), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '240'), ('param_ms_k', 0.242), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '80'), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2326), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.16), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_ms_k', 0.7479), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.1786), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.306), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1476), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.378), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4823), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.1335), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '140'), ('param_ms_k', 0.5315), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.449), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3696), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '280'), ('param_ms_k', 0.6578), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '220'), ('param_ms_k', 0.3783), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4635), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.5974), ('param_archive', '50')])
|-|          4|         12|        141|    -3049.689936|        283|00:35:16|-0.15|0.08|0.9891|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
|=|          1|         12|         91|    -3049.677489|        292|00:18:54|-0.10|0.09|0.9219|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
|=|          3|         12|         91|    -3049.679267|        301|00:30:16|-0.06|0.09|0.8565|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0016), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2341), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_ms_k', 0.4047), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.3623), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0138), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '50'), ('param_ms_LP', '80'), ('param_ms_k', 0.4331), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.356), ('param_archive', '25')])
|=|          8|         12|         91|    -3049.680600|        313|00:18:05|-0.04|0.09|0.8207|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:          91    mean value:     -3049.680600
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91   91     jDE      jDE     SaDE      260         0            50         120
   param_ms_k .PARENT.
91     0.4179       31

# 2024-05-09 13:30:38 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 13:30:40 CEST: Results for the race of iteration 3 (from best to worst, according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
141  141   SHADE     SaDE     SaDE      260        30            40          40
140  140    SaDE     SaDE     SaDE      260        20             5          40
16    16   SHADE     SaDE     SaDE      220        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
154  154     jDE      jDE     SaDE      260         0            25         180
118  118     jDE     SaDE     SaDE      180        20             5         180
139  139   SHADE      jDE     SaDE      220        50            40         300
147  147    SaDE     SaDE     SaDE      220        50            40         180
132  132     jDE     SaDE     SaDE      260        30            25          40
144  144     jDE      jDE     SaDE      260         0            25          60
148  148   EPSDE     SaDE     SaDE      240        50            30          80
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
131  131   SHADE      jDE     SaDE      260        40            25          70
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
    param_ms_k .PARENT. .ALIVE. .RANK.
91      0.4179       31    TRUE     38
141     0.2700       91    TRUE     40
140     0.0106      118    TRUE     45
16      0.2148       NA    TRUE     48
130     0.1256       16    TRUE     49
154     0.3560       91    TRUE     52
118     0.0016       16    TRUE     54
139     0.4047       16    TRUE     54
147     0.0138       16    TRUE     56
132     0.2341       91    TRUE     59
144     0.3623       91    TRUE     59
148     0.4331       16    TRUE     70
125         NA       16   FALSE    Inf
126     0.2819       91   FALSE    Inf
127     0.6339       91   FALSE    Inf
128     0.3381       91   FALSE    Inf
129     0.0170       16   FALSE    Inf
131     0.4220       91   FALSE    Inf
133     0.3123       91   FALSE    Inf
134     0.0352      118   FALSE    Inf
135         NA       91   FALSE    Inf
136         NA       91   FALSE    Inf
137         NA       91   FALSE    Inf
138     0.0329       16   FALSE    Inf
142         NA       16   FALSE    Inf
143     0.6308       91   FALSE    Inf
145     0.0531      118   FALSE    Inf
146     0.3552       91   FALSE    Inf
149         NA       91   FALSE    Inf
150     0.1070       16   FALSE    Inf
151         NA       91   FALSE    Inf
152     0.6771       91   FALSE    Inf
153     0.4232       91   FALSE    Inf
155     0.5090       91   FALSE    Inf
156     0.4929       91   FALSE    Inf
157         NA       91   FALSE    Inf
158         NA       91   FALSE    Inf
159     0.2420       91   FALSE    Inf
160         NA       91   FALSE    Inf
161         NA       91   FALSE    Inf
162     0.2326       16   FALSE    Inf
163         NA       16   FALSE    Inf
164     0.1600       91   FALSE    Inf
165     0.7479       91   FALSE    Inf
166         NA       91   FALSE    Inf
167     0.1786      118   FALSE    Inf
168     0.3060       91   FALSE    Inf
169     0.1476       16   FALSE    Inf
170     0.3780       91   FALSE    Inf
171     0.4823       91   FALSE    Inf
172         NA       91   FALSE    Inf
173     0.1335       16   FALSE    Inf
174     0.5315       91   FALSE    Inf
175     0.4490       16   FALSE    Inf
176     0.3696       91   FALSE    Inf
177     0.6578       91   FALSE    Inf
178     0.3783       16   FALSE    Inf
179     0.4635       91   FALSE    Inf
180     0.5974       91   FALSE    Inf
# 2024-05-09 13:30:40 CEST: Extracting elites
# 2024-05-09 13:30:40 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
141  141   SHADE     SaDE     SaDE      260        30            40          40
140  140    SaDE     SaDE     SaDE      260        20             5          40
16    16   SHADE     SaDE     SaDE      220        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
    param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
91      0.4179       31    TRUE     38 0.3333333333333333
141     0.2700       91    TRUE     40 0.2666666666666667
140     0.0106      118    TRUE     45 0.2000000000000000
16      0.2148       NA    TRUE     48 0.1333333333333333
130     0.1256       16    TRUE     49 0.0666666666666667
# 2024-05-09 13:30:40 CEST: End of iteration 3
# 2024-05-09 13:30:40 CEST: All configurations (sampling order):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1      1   SHADE    SHADE      jDE      120         0            30          90
2      2   SHADE    SHADE    EPSDE      260        50            30          60
3      3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4      4     jDE    SHADE     SaDE      180        40             5         300
5      5   SHADE    SHADE    EPSDE      140        40            15          60
6      6     jDE     SaDE      jDE      200         0            40         160
7      7   SHADE     SaDE      jDE      200        10            30         220
8      8   EPSDE     SaDE      jDE       90        50            15          30
9      9     jDE      jDE    EPSDE      180        40            30         160
10    10     jDE      jDE    SHADE      100        10            20        <NA>
11    11   EPSDE     SaDE      jDE      300        20            30         200
12    12   EPSDE      jDE    SHADE       80        40             0        <NA>
13    13   SHADE      jDE    EPSDE       90         0            10          40
14    14     jDE    EPSDE     SaDE      300        10            10         240
15    15   EPSDE     SaDE    EPSDE      100        10            10          30
16    16   SHADE     SaDE     SaDE      220        50            40         180
17    17     jDE      jDE    SHADE      120        20            15        <NA>
18    18   EPSDE    SHADE    EPSDE       80        10            20         100
19    19    SaDE    EPSDE      jDE      300         0            50        <NA>
20    20   EPSDE    SHADE      jDE      180        10            30         120
21    21     jDE     SaDE     SaDE       40        20            25         220
22    22   EPSDE    EPSDE    EPSDE      200        20             5         120
23    23    SaDE      jDE    EPSDE      140        40            25          50
24    24   SHADE      jDE    SHADE      260        10            40          40
25    25     jDE    EPSDE    SHADE       80         0             0        <NA>
26    26     jDE      jDE    SHADE       90        50            20        <NA>
27    27   SHADE      jDE    EPSDE      300        10            40         220
28    28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29    29    SaDE      jDE    SHADE      200        20            20        <NA>
30    30    SaDE      jDE    EPSDE      240        10            25         200
31    31   SHADE     SaDE     SaDE      260        30            25         240
32    32     jDE    EPSDE     SaDE       60         0            40         280
33    33   EPSDE    EPSDE     SaDE      200        30            30         140
34    34   SHADE    SHADE     SaDE       90        20            20          30
35    35   SHADE     SaDE     SaDE      120        10            50         240
36    36   EPSDE    SHADE    EPSDE       80        20            50          50
37    37   EPSDE      jDE     SaDE      220        50            20          90
38    38     jDE    SHADE      jDE      260        20            40          60
39    39     jDE     SaDE    EPSDE       40        30            30          60
40    40   EPSDE    SHADE    SHADE      240        10            40         180
41    41     jDE     SaDE    SHADE      300        10            40          60
42    42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43    43    SaDE     SaDE    SHADE       90        50            15          80
44    44    SaDE    SHADE    SHADE       90        30            10         200
45    45    SaDE    SHADE     SaDE       30        40            40         180
46    46   EPSDE     SaDE     SaDE      100        20            20          30
47    47   SHADE    SHADE      jDE       90        50            20          50
48    48     jDE     SaDE    SHADE      140        20            10         220
49    49   EPSDE     SaDE      jDE      260        20            15          80
50    50    SaDE      jDE      jDE       50        30             5        <NA>
51    51     jDE     SaDE    EPSDE      140        30            15         100
52    52   SHADE     SaDE    SHADE      140        30            15         200
53    53    SaDE    EPSDE     SaDE      100        30            15         280
54    54    SaDE     SaDE    SHADE       80        50            25         140
55    55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56    56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57    57     jDE     SaDE      jDE       50        20            40          30
58    58   SHADE      jDE    EPSDE       60        30            20         220
59    59   SHADE      jDE      jDE      140        10             0         160
60    60   EPSDE     SaDE     SaDE       80         0            30          50
61    61   SHADE     SaDE      jDE       30         0             5          40
62    62   SHADE    SHADE      jDE      120         0            25          30
63    63     jDE      jDE     SaDE      120        10            30         120
64    64     jDE      jDE    EPSDE       60        10            40         300
65    65   EPSDE      jDE    EPSDE       80        40            20         120
66    66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
131  131   SHADE      jDE     SaDE      260        40            25          70
132  132     jDE     SaDE     SaDE      260        30            25          40
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
139  139   SHADE      jDE     SaDE      220        50            40         300
140  140    SaDE     SaDE     SaDE      260        20             5          40
141  141   SHADE     SaDE     SaDE      260        30            40          40
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
144  144     jDE      jDE     SaDE      260         0            25          60
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
147  147    SaDE     SaDE     SaDE      220        50            40         180
148  148   EPSDE     SaDE     SaDE      240        50            30          80
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
154  154     jDE      jDE     SaDE      260         0            25         180
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
    param_ms_k .PARENT.
1           NA       NA
2       0.8795       NA
3           NA       NA
4       0.1200       NA
5       0.3087       NA
6           NA       NA
7           NA       NA
8           NA       NA
9       0.7907       NA
10          NA       NA
11          NA       NA
12          NA       NA
13      0.6246       NA
14      0.0787       NA
15      0.0316       NA
16      0.2148       NA
17          NA       NA
18      0.8300       NA
19          NA       NA
20          NA       NA
21      0.3456       NA
22      0.5775       NA
23      0.3368       NA
24          NA       NA
25          NA       NA
26          NA       NA
27      0.3514       NA
28          NA       NA
29          NA       NA
30      0.5114       NA
31      0.0783       NA
32      0.8271       NA
33      0.0802       NA
34      0.6621       NA
35      0.8002       NA
36      0.6881       NA
37      0.5125       NA
38          NA       NA
39      0.0336       NA
40          NA       NA
41          NA       NA
42          NA       NA
43          NA       NA
44          NA       NA
45      0.0740       NA
46      0.5699       NA
47          NA       NA
48          NA       NA
49          NA       NA
50          NA       NA
51      0.6985       NA
52          NA       NA
53      0.5637       NA
54          NA       NA
55          NA       NA
56          NA       NA
57          NA       NA
58      0.4222       NA
59          NA       NA
60      0.2907       NA
61          NA       NA
62          NA       NA
63      0.8535       NA
64      0.4555       NA
65      0.2976       NA
66          NA       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
125         NA       16
126     0.2819       91
127     0.6339       91
128     0.3381       91
129     0.0170       16
130     0.1256       16
131     0.4220       91
132     0.2341       91
133     0.3123       91
134     0.0352      118
135         NA       91
136         NA       91
137         NA       91
138     0.0329       16
139     0.4047       16
140     0.0106      118
141     0.2700       91
142         NA       16
143     0.6308       91
144     0.3623       91
145     0.0531      118
146     0.3552       91
147     0.0138       16
148     0.4331       16
149         NA       91
150     0.1070       16
151         NA       91
152     0.6771       91
153     0.4232       91
154     0.3560       91
155     0.5090       91
156     0.4929       91
157         NA       91
158         NA       91
159     0.2420       91
160         NA       91
161         NA       91
162     0.2326       16
163         NA       16
164     0.1600       91
165     0.7479       91
166         NA       91
167     0.1786      118
168     0.3060       91
169     0.1476       16
170     0.3780       91
171     0.4823       91
172         NA       91
173     0.1335       16
174     0.5315       91
175     0.4490       16
176     0.3696       91
177     0.6578       91
178     0.3783       16
179     0.4635       91
180     0.5974       91
# 2024-05-09 13:30:40 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :             130.0 Kb
                   raceResults :              33.8 Kb
                         Total :               0.2 Mb
                            gc :              39.6 Mb
# 2024-05-09 13:30:40 CEST: Iteration 4 of 5
# experimentsUsedSoFar: 939
# remainingBudget: 1061
# currentBudget: 530
# nbConfigurations: 63
# 2024-05-09 13:30:40 CEST: Update model
# Model:
$value_f
$value_f$`91`
[1] 0.808 0.048 0.048 0.096

$value_f$`141`
[1] 0.208 0.048 0.048 0.696

$value_f$`140`
[1] 0.208 0.648 0.048 0.096

$value_f$`16`
[1] 0.04990822 0.04990822 0.04990822 0.85027534

$value_f$`130`
[1] 0.04990822 0.04990822 0.04990822 0.85027534


$value_cr
$value_cr$`91`
[1] 0.808 0.096 0.048 0.048

$value_cr$`141`
[1] 0.208 0.696 0.048 0.048

$value_cr$`140`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_cr$`16`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_cr$`130`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$value_ms
$value_ms$`91`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`141`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`140`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`16`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`130`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$NP_start
$NP_start$`91`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.01067629 0.01067629 0.81850310 0.01067629 0.01067629

$NP_start$`141`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.01067629 0.01067629 0.81850310 0.01067629 0.01067629

$NP_start$`140`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.17066667
[13] 0.01066667 0.05866667 0.01066667 0.61066667 0.01066667 0.01066667

$NP_start$`16`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629

$NP_start$`130`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629


$NP_reduce
$NP_reduce$`91`
[1] 0.792 0.032 0.032 0.080 0.032 0.032

$NP_reduce$`141`
[1] 0.192 0.032 0.032 0.680 0.032 0.032

$NP_reduce$`140`
[1] 0.032 0.032 0.792 0.032 0.032 0.080

$NP_reduce$`16`
[1] 0.03272769 0.03272769 0.03272769 0.03272769 0.03272769 0.83636157

$NP_reduce$`130`
[1] 0.032 0.632 0.032 0.032 0.032 0.240


$param_ms_LP
$param_ms_LP$`91`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.77066667 0.01066667 0.01066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.01066667

$param_ms_LP$`141`
 [1] 0.01066667 0.61066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.17066667 0.01066667 0.01066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.01066667

$param_ms_LP$`140`
 [1] 0.01066667 0.61066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.21866667
[13] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667

$param_ms_LP$`16`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.81850310
[13] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629

$param_ms_LP$`130`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.61066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.21866667
[13] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667


$param_ms_k
$param_ms_k$`91`
[1] 0.1094347 0.4179000

$param_ms_k$`141`
[1] 0.1094347 0.2700000

$param_ms_k$`140`
[1] 0.1094347 0.0106000

$param_ms_k$`16`
[1] 0.1094347 0.2148000

$param_ms_k$`130`
[1] 0.1094347 0.1256000


$param_archive
$param_archive$`91`
[1] 0.02133333 0.02133333 0.02133333 0.02133333 0.02133333 0.06933333 0.02133333
[8] 0.02133333 0.78133333

$param_archive$`141`
[1] 0.02133333 0.02133333 0.02133333 0.02133333 0.02133333 0.06933333 0.02133333
[8] 0.62133333 0.18133333

$param_archive$`140`
[1] 0.02133333 0.78133333 0.02133333 0.02133333 0.02133333 0.02133333 0.02133333
[8] 0.06933333 0.02133333

$param_archive$`16`
[1] 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.827336
[9] 0.021583

$param_archive$`130`
[1] 0.02133333 0.02133333 0.62133333 0.02133333 0.02133333 0.02133333 0.02133333
[8] 0.22933333 0.02133333


# 2024-05-09 13:30:40 CEST: Sample 58 configurations from model
# 2024-05-09 13:30:40 CEST: Computing similarity of configurations ............... DONE
# 2024-05-09 13:30:40 CEST: Soft restart: 191 210 !
# Model:
$value_f
$value_f$`91`
[1] 0.6605625 0.1013734 0.1013734 0.1366906

$value_f$`141`
[1] 0.208 0.048 0.048 0.696

$value_f$`140`
[1] 0.208 0.648 0.048 0.096

$value_f$`16`
[1] 0.04990822 0.04990822 0.04990822 0.85027534

$value_f$`130`
[1] 0.04990822 0.04990822 0.04990822 0.85027534


$value_cr
$value_cr$`91`
[1] 0.6605625 0.1366906 0.1013734 0.1013734

$value_cr$`141`
[1] 0.208 0.696 0.048 0.048

$value_cr$`140`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_cr$`16`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_cr$`130`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$value_ms
$value_ms$`91`
[1] 0.104785 0.685645 0.104785 0.104785

$value_ms$`141`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`140`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`16`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`130`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$NP_start
$NP_start$`91`
 [1] 0.03853653 0.03853653 0.03853653 0.03853653 0.03853653 0.03853653
 [7] 0.03853653 0.03853653 0.03853653 0.03853653 0.03853653 0.03853653
[13] 0.03853653 0.03853653 0.03853653 0.34487893 0.03853653 0.03853653

$NP_start$`141`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.01067629 0.01067629 0.81850310 0.01067629 0.01067629

$NP_start$`140`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.17066667
[13] 0.01066667 0.05866667 0.01066667 0.61066667 0.01066667 0.01066667

$NP_start$`16`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629

$NP_start$`130`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
[13] 0.01067629 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629


$NP_reduce
$NP_reduce$`91`
[1] 0.57591623 0.07853403 0.07853403 0.10994764 0.07853403 0.07853403

$NP_reduce$`141`
[1] 0.192 0.032 0.032 0.680 0.032 0.032

$NP_reduce$`140`
[1] 0.032 0.032 0.792 0.032 0.032 0.080

$NP_reduce$`16`
[1] 0.03272769 0.03272769 0.03272769 0.03272769 0.03272769 0.83636157

$NP_reduce$`130`
[1] 0.032 0.632 0.032 0.032 0.032 0.240


$param_ms_LP
$param_ms_LP$`91`
 [1] 0.03789204 0.03789204 0.03789204 0.03789204 0.03789204 0.03789204
 [7] 0.03789204 0.03789204 0.33694765 0.03789204 0.03789204 0.03789204
[13] 0.03789204 0.03789204 0.05677976 0.03789204 0.03789204 0.03789204

$param_ms_LP$`141`
 [1] 0.01066667 0.61066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.17066667 0.01066667 0.01066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.01066667

$param_ms_LP$`140`
 [1] 0.01066667 0.61066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.21866667
[13] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667

$param_ms_LP$`16`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.81850310
[13] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629

$param_ms_LP$`130`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.61066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.21866667
[13] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667


$param_ms_k
$param_ms_k$`91`
[1] 0.3006817 0.4179000

$param_ms_k$`141`
[1] 0.1094347 0.2700000

$param_ms_k$`140`
[1] 0.1094347 0.0106000

$param_ms_k$`16`
[1] 0.1094347 0.2148000

$param_ms_k$`130`
[1] 0.1094347 0.1256000


$param_archive
$param_archive$`91`
[1] 0.06071191 0.06071191 0.06071191 0.06071191 0.06071191 0.08765802 0.06071191
[8] 0.06071191 0.48735862

$param_archive$`141`
[1] 0.02133333 0.02133333 0.02133333 0.02133333 0.02133333 0.06933333 0.02133333
[8] 0.62133333 0.18133333

$param_archive$`140`
[1] 0.02133333 0.78133333 0.02133333 0.02133333 0.02133333 0.02133333 0.02133333
[8] 0.06933333 0.02133333

$param_archive$`16`
[1] 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.827336
[9] 0.021583

$param_archive$`130`
[1] 0.02133333 0.02133333 0.62133333 0.02133333 0.02133333 0.02133333 0.02133333
[8] 0.22933333 0.02133333


# 2024-05-09 13:30:40 CEST: Configurations for the race n 4 (elite configurations listed first, then new configurations):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
91    91     jDE      jDE     SaDE      260         0            50         120
141  141   SHADE     SaDE     SaDE      260        30            40          40
140  140    SaDE     SaDE     SaDE      260        20             5          40
16    16   SHADE     SaDE     SaDE      220        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
181  181   SHADE     SaDE     SaDE      260        30            50         180
182  182   SHADE     SaDE     SaDE      220        50            25         180
183  183     jDE      jDE     SaDE      260        20            30         120
184  184   SHADE     SaDE     SaDE      220        50            40         180
185  185    SaDE     SaDE     SaDE      260        30            40         120
186  186   SHADE     SaDE     SaDE      260        30            25          40
187  187    SaDE      jDE      jDE      160         0            15        <NA>
188  188     jDE      jDE      jDE      260         0            25        <NA>
189  189   SHADE     SaDE     SaDE      220        50            40         180
190  190     jDE      jDE     SaDE      300         0            50         120
191  191   SHADE     SaDE      jDE      220        50             0         160
192  192     jDE     SaDE     SaDE       60        40            40          40
193  193   SHADE     SaDE     SaDE      180        50            40         180
194  194     jDE      jDE    EPSDE      300         0             0         120
195  195     jDE     SaDE     SaDE      260        30            40         120
196  196   SHADE      jDE     SaDE      260        30            30          40
197  197   SHADE      jDE     SaDE      260        30            40          40
198  198     jDE     SaDE     SaDE      260        50             5          40
199  199    SaDE     SaDE     SaDE      260        20             5         100
200  200   EPSDE      jDE     SaDE      260         0            50         100
201  201   SHADE    SHADE     SaDE      220        50            40         180
202  202     jDE    EPSDE    EPSDE      260        50            40          30
203  203   SHADE     SaDE     SaDE      220        50            40         180
204  204     jDE      jDE     SaDE      260        30            40          60
205  205   SHADE    EPSDE     SaDE       30         0            50         120
206  206     jDE    EPSDE     SaDE      260         0            15         120
207  207    SaDE     SaDE     SaDE      260        20             5          40
208  208    SaDE     SaDE     SaDE      160        20             5          40
209  209     jDE      jDE    EPSDE      220        50            50         120
210  210   EPSDE     SaDE     SaDE      260        30            30          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
212  212     jDE    EPSDE    SHADE      120         0            10        <NA>
213  213     jDE    EPSDE    SHADE      260        30            25        <NA>
214  214   SHADE     SaDE     SaDE      260        30            40          90
215  215     jDE      jDE     SaDE      280         0            30         240
216  216   SHADE      jDE    EPSDE      260         0            50          30
217  217    SaDE      jDE     SaDE      180         0            40         120
218  218   SHADE     SaDE     SaDE      300        50             5         180
219  219     jDE     SaDE     SaDE       50         0             5         120
220  220   SHADE     SaDE    EPSDE      180        10            50          50
221  221   SHADE     SaDE     SaDE      260        30            40          40
222  222   SHADE      jDE     SaDE      220        50            40         180
223  223    SaDE     SaDE     SaDE      260        10             5          40
224  224   SHADE     SaDE    EPSDE       90        10            10          70
225  225    SaDE     SaDE    SHADE      260        20             5         180
226  226   SHADE     SaDE     SaDE      100        30            40          40
227  227     jDE     SaDE     SaDE      160         0             5         160
228  228   SHADE     SaDE     SaDE      120        20             5         140
229  229   EPSDE     SaDE     SaDE      260        10            50          40
230  230     jDE      jDE      jDE       40         0            15        <NA>
231  231     jDE     SaDE     SaDE      260        30            40          40
232  232     jDE      jDE     SaDE       30         0            50         180
233  233   SHADE     SaDE     SaDE      260        30            40          40
234  234   SHADE     SaDE     SaDE      220        10            40         260
235  235    SaDE      jDE    EPSDE      140        20             5         180
236  236   SHADE     SaDE    EPSDE      260        20             5         200
237  237   SHADE     SaDE     SaDE       60         0            40          70
238  238     jDE      jDE     SaDE      260         0            25         120
    param_ms_k .PARENT.
91      0.4179       31
141     0.2700       91
140     0.0106      118
16      0.2148       NA
130     0.1256       16
181     0.1537      141
182     0.3358       16
183     0.0499       91
184     0.0766       16
185     0.2214      141
186     0.2836      141
187         NA       91
188         NA       91
189     0.3837       16
190     0.1774       91
191         NA       91
192     0.2984      141
193     0.2325      130
194     0.5976       91
195     0.3042      141
196     0.2136      141
197     0.1499      141
198     0.0403      140
199     0.0522      140
200     0.4442       91
201     0.1873       16
202     0.1412      141
203     0.1558       16
204     0.3659      141
205     0.4201       91
206     0.2960       91
207     0.0361      140
208     0.0327      140
209     0.4216       91
210     0.0981      141
211     0.2047      130
212         NA       91
213         NA       91
214     0.3081      141
215     0.7047       91
216     0.1083       91
217     0.1131       91
218     0.3263       16
219     0.6449       91
220     0.5352       91
221     0.1275      141
222     0.0829       16
223     0.1134      140
224     0.2510      130
225         NA      140
226     0.1238      141
227     0.3163       91
228     0.0202      140
229     0.3880      141
230         NA       91
231     0.0578      141
232     0.1883       91
233     0.1372      141
234     0.0370      130
235     0.0212      140
236     0.0026      140
237     0.2831      130
238     0.2083       91
# 2024-05-09 13:30:40 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.1537), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3358), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.0499), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.2214), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1774), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3837), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.2984), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2325), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5976), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2136), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1499), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '40'), ('param_ms_k', 0.0403), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '100'), ('param_ms_k', 0.0522), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.4442), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1873), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1412), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.3659), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4201), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.296), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0327), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.4216), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0981), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.7047), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1083), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1131), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3263), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.6449), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.5352), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1275), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0829), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.251), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1238), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.3163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0202), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.388), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.1883), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_ms_k', 0.037), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0212), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_ms_k', 0.0026), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2831), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2083), ('param_archive', '25')])
|x|          9|         63|        228|    -3049.689936|         63|00:45:41|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.1537), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3358), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.0499), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.2214), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3837), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1774), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.2984), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2325), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5976), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2136), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1499), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '40'), ('param_ms_k', 0.0403), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '100'), ('param_ms_k', 0.0522), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.4442), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1873), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1412), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.3659), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4201), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.296), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0327), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.4216), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0981), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.7047), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1083), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1131), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3263), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.6449), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.5352), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1275), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0829), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.251), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1238), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.3163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0202), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.388), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.1883), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_ms_k', 0.037), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0212), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_ms_k', 0.0026), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2831), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2083), ('param_archive', '25')])
|x|          2|         63|        141|    -3049.689936|        121|00:36:19|+0.84|0.92|0.0000|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.1537), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3358), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.0499), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.2214), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3837), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1774), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.2984), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2136), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2325), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5976), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1499), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '40'), ('param_ms_k', 0.0403), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '100'), ('param_ms_k', 0.0522), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.4442), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1873), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1412), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.3659), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4201), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.296), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0327), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.4216), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0981), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.7047), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1083), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1131), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3263), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.6449), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.5352), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1275), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0829), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.251), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1238), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.3163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0202), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.388), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.1883), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_ms_k', 0.037), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0212), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_ms_k', 0.0026), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2831), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2083), ('param_archive', '25')])
|x|          3|         63|        141|    -3049.689936|        179|01:14:35|+0.84|0.89|0.0010|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.1537), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3358), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.0499), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.2214), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1774), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3837), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.2984), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2325), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5976), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2136), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1499), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '40'), ('param_ms_k', 0.0403), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '100'), ('param_ms_k', 0.0522), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.4442), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1873), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1412), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.3659), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4201), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.296), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0327), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.4216), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0981), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.7047), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1083), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1131), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3263), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.6449), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.5352), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1275), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0829), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.251), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1238), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.3163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0202), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.388), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.1883), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_ms_k', 0.037), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0212), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_ms_k', 0.0026), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2831), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2083), ('param_archive', '25')])
|x|          5|         63|        141|    -3049.689936|        237|00:42:07|+0.82|0.86|0.0008|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_ms_k', 0.1537), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3358), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.0499), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.2214), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3837), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1774), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_ms_k', 0.2984), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2325), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5976), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2136), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1499), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '40'), ('param_ms_k', 0.0403), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '100'), ('param_ms_k', 0.0522), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.4442), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1873), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.1412), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.3659), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4201), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.296), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0327), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.4216), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0981), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '240'), ('param_ms_k', 0.7047), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1083), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.1131), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.3263), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.6449), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '50'), ('param_ms_k', 0.5352), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1275), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0829), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '90'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.251), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1238), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.3163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '20'), ('param_ms_LP', '140'), ('param_ms_k', 0.0202), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.388), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_ms_k', 0.1883), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_ms_k', 0.037), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0212), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '200'), ('param_ms_k', 0.0026), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2831), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2083), ('param_archive', '25')])
|-|          8|         15|        141|    -3049.689936|        295|00:34:21|-0.09|0.13|1.0561|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
|=|          4|         15|        141|    -3049.689936|        305|00:22:06|-0.03|0.14|1.0105|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
|=|          6|         15|        141|    -3049.689936|        315|00:21:15|-0.00|0.14|0.9560|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
|=|          7|         15|        141|    -3049.689936|        325|00:16:30|-0.01|0.11|0.9332|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
|=|          1|         15|        141|    -3049.689936|        335|00:15:44|-0.01|0.11|0.9419|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.0766), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1256), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3042), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2836), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.1558), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0361), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.3081), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '40'), ('param_ms_k', 0.1134), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.0578), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1372), ('param_archive', '40')])
|=|         10|         15|        141|    -3049.689936|        350|00:12:46|+0.02|0.12|0.9036|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:         141    mean value:     -3049.689936
Description of the best-so-far configuration:
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
141  141   SHADE     SaDE     SaDE      260        30            40          40
    param_ms_k .PARENT.
141       0.27       91

# 2024-05-09 18:52:09 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-09 18:52:10 CEST: Results for the race of iteration 4 (from best to worst, according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
141  141   SHADE     SaDE     SaDE      260        30            40          40
91    91     jDE      jDE     SaDE      260         0            50         120
140  140    SaDE     SaDE     SaDE      260        20             5          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
16    16   SHADE     SaDE     SaDE      220        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
233  233   SHADE     SaDE     SaDE      260        30            40          40
203  203   SHADE     SaDE     SaDE      220        50            40         180
214  214   SHADE     SaDE     SaDE      260        30            40          90
184  184   SHADE     SaDE     SaDE      220        50            40         180
231  231     jDE     SaDE     SaDE      260        30            40          40
195  195     jDE     SaDE     SaDE      260        30            40         120
207  207    SaDE     SaDE     SaDE      260        20             5          40
223  223    SaDE     SaDE     SaDE      260        10             5          40
186  186   SHADE     SaDE     SaDE      260        30            25          40
181  181   SHADE     SaDE     SaDE      260        30            50         180
182  182   SHADE     SaDE     SaDE      220        50            25         180
183  183     jDE      jDE     SaDE      260        20            30         120
185  185    SaDE     SaDE     SaDE      260        30            40         120
187  187    SaDE      jDE      jDE      160         0            15        <NA>
188  188     jDE      jDE      jDE      260         0            25        <NA>
189  189   SHADE     SaDE     SaDE      220        50            40         180
190  190     jDE      jDE     SaDE      300         0            50         120
191  191   SHADE     SaDE      jDE      220        50             0         160
192  192     jDE     SaDE     SaDE       60        40            40          40
193  193   SHADE     SaDE     SaDE      180        50            40         180
194  194     jDE      jDE    EPSDE      300         0             0         120
196  196   SHADE      jDE     SaDE      260        30            30          40
197  197   SHADE      jDE     SaDE      260        30            40          40
198  198     jDE     SaDE     SaDE      260        50             5          40
199  199    SaDE     SaDE     SaDE      260        20             5         100
200  200   EPSDE      jDE     SaDE      260         0            50         100
201  201   SHADE    SHADE     SaDE      220        50            40         180
202  202     jDE    EPSDE    EPSDE      260        50            40          30
204  204     jDE      jDE     SaDE      260        30            40          60
205  205   SHADE    EPSDE     SaDE       30         0            50         120
206  206     jDE    EPSDE     SaDE      260         0            15         120
208  208    SaDE     SaDE     SaDE      160        20             5          40
209  209     jDE      jDE    EPSDE      220        50            50         120
210  210   EPSDE     SaDE     SaDE      260        30            30          40
212  212     jDE    EPSDE    SHADE      120         0            10        <NA>
213  213     jDE    EPSDE    SHADE      260        30            25        <NA>
215  215     jDE      jDE     SaDE      280         0            30         240
216  216   SHADE      jDE    EPSDE      260         0            50          30
217  217    SaDE      jDE     SaDE      180         0            40         120
218  218   SHADE     SaDE     SaDE      300        50             5         180
219  219     jDE     SaDE     SaDE       50         0             5         120
220  220   SHADE     SaDE    EPSDE      180        10            50          50
221  221   SHADE     SaDE     SaDE      260        30            40          40
222  222   SHADE      jDE     SaDE      220        50            40         180
224  224   SHADE     SaDE    EPSDE       90        10            10          70
225  225    SaDE     SaDE    SHADE      260        20             5         180
226  226   SHADE     SaDE     SaDE      100        30            40          40
227  227     jDE     SaDE     SaDE      160         0             5         160
228  228   SHADE     SaDE     SaDE      120        20             5         140
229  229   EPSDE     SaDE     SaDE      260        10            50          40
230  230     jDE      jDE      jDE       40         0            15        <NA>
232  232     jDE      jDE     SaDE       30         0            50         180
234  234   SHADE     SaDE     SaDE      220        10            40         260
235  235    SaDE      jDE    EPSDE      140        20             5         180
236  236   SHADE     SaDE    EPSDE      260        20             5         200
237  237   SHADE     SaDE     SaDE       60         0            40          70
238  238     jDE      jDE     SaDE      260         0            25         120
    param_ms_k .PARENT. .ALIVE. .RANK.
141     0.2700       91    TRUE     57
91      0.4179       31    TRUE     58
140     0.0106      118    TRUE     69
211     0.2047      130    TRUE     69
16      0.2148       NA    TRUE     70
130     0.1256       16    TRUE     71
233     0.1372      141    TRUE     74
203     0.1558       16    TRUE     75
214     0.3081      141    TRUE     76
184     0.0766       16    TRUE     88
231     0.0578      141    TRUE     92
195     0.3042      141    TRUE     95
207     0.0361      140    TRUE    100
223     0.1134      140    TRUE    102
186     0.2836      141    TRUE    104
181     0.1537      141   FALSE    Inf
182     0.3358       16   FALSE    Inf
183     0.0499       91   FALSE    Inf
185     0.2214      141   FALSE    Inf
187         NA       91   FALSE    Inf
188         NA       91   FALSE    Inf
189     0.3837       16   FALSE    Inf
190     0.1774       91   FALSE    Inf
191         NA       91   FALSE    Inf
192     0.2984      141   FALSE    Inf
193     0.2325      130   FALSE    Inf
194     0.5976       91   FALSE    Inf
196     0.2136      141   FALSE    Inf
197     0.1499      141   FALSE    Inf
198     0.0403      140   FALSE    Inf
199     0.0522      140   FALSE    Inf
200     0.4442       91   FALSE    Inf
201     0.1873       16   FALSE    Inf
202     0.1412      141   FALSE    Inf
204     0.3659      141   FALSE    Inf
205     0.4201       91   FALSE    Inf
206     0.2960       91   FALSE    Inf
208     0.0327      140   FALSE    Inf
209     0.4216       91   FALSE    Inf
210     0.0981      141   FALSE    Inf
212         NA       91   FALSE    Inf
213         NA       91   FALSE    Inf
215     0.7047       91   FALSE    Inf
216     0.1083       91   FALSE    Inf
217     0.1131       91   FALSE    Inf
218     0.3263       16   FALSE    Inf
219     0.6449       91   FALSE    Inf
220     0.5352       91   FALSE    Inf
221     0.1275      141   FALSE    Inf
222     0.0829       16   FALSE    Inf
224     0.2510      130   FALSE    Inf
225         NA      140   FALSE    Inf
226     0.1238      141   FALSE    Inf
227     0.3163       91   FALSE    Inf
228     0.0202      140   FALSE    Inf
229     0.3880      141   FALSE    Inf
230         NA       91   FALSE    Inf
232     0.1883       91   FALSE    Inf
234     0.0370      130   FALSE    Inf
235     0.0212      140   FALSE    Inf
236     0.0026      140   FALSE    Inf
237     0.2831      130   FALSE    Inf
238     0.2083       91   FALSE    Inf
# 2024-05-09 18:52:10 CEST: Extracting elites
# 2024-05-09 18:52:10 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
141  141   SHADE     SaDE     SaDE      260        30            40          40
91    91     jDE      jDE     SaDE      260         0            50         120
140  140    SaDE     SaDE     SaDE      260        20             5          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
16    16   SHADE     SaDE     SaDE      220        50            40         180
    param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
141     0.2700       91    TRUE     57 0.3333333333333333
91      0.4179       31    TRUE     58 0.2666666666666667
140     0.0106      118    TRUE     69 0.2000000000000000
211     0.2047      130    TRUE     69 0.1333333333333333
16      0.2148       NA    TRUE     70 0.0666666666666667
# 2024-05-09 18:52:10 CEST: End of iteration 4
# 2024-05-09 18:52:10 CEST: All configurations (sampling order):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1      1   SHADE    SHADE      jDE      120         0            30          90
2      2   SHADE    SHADE    EPSDE      260        50            30          60
3      3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4      4     jDE    SHADE     SaDE      180        40             5         300
5      5   SHADE    SHADE    EPSDE      140        40            15          60
6      6     jDE     SaDE      jDE      200         0            40         160
7      7   SHADE     SaDE      jDE      200        10            30         220
8      8   EPSDE     SaDE      jDE       90        50            15          30
9      9     jDE      jDE    EPSDE      180        40            30         160
10    10     jDE      jDE    SHADE      100        10            20        <NA>
11    11   EPSDE     SaDE      jDE      300        20            30         200
12    12   EPSDE      jDE    SHADE       80        40             0        <NA>
13    13   SHADE      jDE    EPSDE       90         0            10          40
14    14     jDE    EPSDE     SaDE      300        10            10         240
15    15   EPSDE     SaDE    EPSDE      100        10            10          30
16    16   SHADE     SaDE     SaDE      220        50            40         180
17    17     jDE      jDE    SHADE      120        20            15        <NA>
18    18   EPSDE    SHADE    EPSDE       80        10            20         100
19    19    SaDE    EPSDE      jDE      300         0            50        <NA>
20    20   EPSDE    SHADE      jDE      180        10            30         120
21    21     jDE     SaDE     SaDE       40        20            25         220
22    22   EPSDE    EPSDE    EPSDE      200        20             5         120
23    23    SaDE      jDE    EPSDE      140        40            25          50
24    24   SHADE      jDE    SHADE      260        10            40          40
25    25     jDE    EPSDE    SHADE       80         0             0        <NA>
26    26     jDE      jDE    SHADE       90        50            20        <NA>
27    27   SHADE      jDE    EPSDE      300        10            40         220
28    28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29    29    SaDE      jDE    SHADE      200        20            20        <NA>
30    30    SaDE      jDE    EPSDE      240        10            25         200
31    31   SHADE     SaDE     SaDE      260        30            25         240
32    32     jDE    EPSDE     SaDE       60         0            40         280
33    33   EPSDE    EPSDE     SaDE      200        30            30         140
34    34   SHADE    SHADE     SaDE       90        20            20          30
35    35   SHADE     SaDE     SaDE      120        10            50         240
36    36   EPSDE    SHADE    EPSDE       80        20            50          50
37    37   EPSDE      jDE     SaDE      220        50            20          90
38    38     jDE    SHADE      jDE      260        20            40          60
39    39     jDE     SaDE    EPSDE       40        30            30          60
40    40   EPSDE    SHADE    SHADE      240        10            40         180
41    41     jDE     SaDE    SHADE      300        10            40          60
42    42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43    43    SaDE     SaDE    SHADE       90        50            15          80
44    44    SaDE    SHADE    SHADE       90        30            10         200
45    45    SaDE    SHADE     SaDE       30        40            40         180
46    46   EPSDE     SaDE     SaDE      100        20            20          30
47    47   SHADE    SHADE      jDE       90        50            20          50
48    48     jDE     SaDE    SHADE      140        20            10         220
49    49   EPSDE     SaDE      jDE      260        20            15          80
50    50    SaDE      jDE      jDE       50        30             5        <NA>
51    51     jDE     SaDE    EPSDE      140        30            15         100
52    52   SHADE     SaDE    SHADE      140        30            15         200
53    53    SaDE    EPSDE     SaDE      100        30            15         280
54    54    SaDE     SaDE    SHADE       80        50            25         140
55    55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56    56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57    57     jDE     SaDE      jDE       50        20            40          30
58    58   SHADE      jDE    EPSDE       60        30            20         220
59    59   SHADE      jDE      jDE      140        10             0         160
60    60   EPSDE     SaDE     SaDE       80         0            30          50
61    61   SHADE     SaDE      jDE       30         0             5          40
62    62   SHADE    SHADE      jDE      120         0            25          30
63    63     jDE      jDE     SaDE      120        10            30         120
64    64     jDE      jDE    EPSDE       60        10            40         300
65    65   EPSDE      jDE    EPSDE       80        40            20         120
66    66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
131  131   SHADE      jDE     SaDE      260        40            25          70
132  132     jDE     SaDE     SaDE      260        30            25          40
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
139  139   SHADE      jDE     SaDE      220        50            40         300
140  140    SaDE     SaDE     SaDE      260        20             5          40
141  141   SHADE     SaDE     SaDE      260        30            40          40
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
144  144     jDE      jDE     SaDE      260         0            25          60
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
147  147    SaDE     SaDE     SaDE      220        50            40         180
148  148   EPSDE     SaDE     SaDE      240        50            30          80
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
154  154     jDE      jDE     SaDE      260         0            25         180
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
181  181   SHADE     SaDE     SaDE      260        30            50         180
182  182   SHADE     SaDE     SaDE      220        50            25         180
183  183     jDE      jDE     SaDE      260        20            30         120
184  184   SHADE     SaDE     SaDE      220        50            40         180
185  185    SaDE     SaDE     SaDE      260        30            40         120
186  186   SHADE     SaDE     SaDE      260        30            25          40
187  187    SaDE      jDE      jDE      160         0            15        <NA>
188  188     jDE      jDE      jDE      260         0            25        <NA>
189  189   SHADE     SaDE     SaDE      220        50            40         180
190  190     jDE      jDE     SaDE      300         0            50         120
191  191   SHADE     SaDE      jDE      220        50             0         160
192  192     jDE     SaDE     SaDE       60        40            40          40
193  193   SHADE     SaDE     SaDE      180        50            40         180
194  194     jDE      jDE    EPSDE      300         0             0         120
195  195     jDE     SaDE     SaDE      260        30            40         120
196  196   SHADE      jDE     SaDE      260        30            30          40
197  197   SHADE      jDE     SaDE      260        30            40          40
198  198     jDE     SaDE     SaDE      260        50             5          40
199  199    SaDE     SaDE     SaDE      260        20             5         100
200  200   EPSDE      jDE     SaDE      260         0            50         100
201  201   SHADE    SHADE     SaDE      220        50            40         180
202  202     jDE    EPSDE    EPSDE      260        50            40          30
203  203   SHADE     SaDE     SaDE      220        50            40         180
204  204     jDE      jDE     SaDE      260        30            40          60
205  205   SHADE    EPSDE     SaDE       30         0            50         120
206  206     jDE    EPSDE     SaDE      260         0            15         120
207  207    SaDE     SaDE     SaDE      260        20             5          40
208  208    SaDE     SaDE     SaDE      160        20             5          40
209  209     jDE      jDE    EPSDE      220        50            50         120
210  210   EPSDE     SaDE     SaDE      260        30            30          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
212  212     jDE    EPSDE    SHADE      120         0            10        <NA>
213  213     jDE    EPSDE    SHADE      260        30            25        <NA>
214  214   SHADE     SaDE     SaDE      260        30            40          90
215  215     jDE      jDE     SaDE      280         0            30         240
216  216   SHADE      jDE    EPSDE      260         0            50          30
217  217    SaDE      jDE     SaDE      180         0            40         120
218  218   SHADE     SaDE     SaDE      300        50             5         180
219  219     jDE     SaDE     SaDE       50         0             5         120
220  220   SHADE     SaDE    EPSDE      180        10            50          50
221  221   SHADE     SaDE     SaDE      260        30            40          40
222  222   SHADE      jDE     SaDE      220        50            40         180
223  223    SaDE     SaDE     SaDE      260        10             5          40
224  224   SHADE     SaDE    EPSDE       90        10            10          70
225  225    SaDE     SaDE    SHADE      260        20             5         180
226  226   SHADE     SaDE     SaDE      100        30            40          40
227  227     jDE     SaDE     SaDE      160         0             5         160
228  228   SHADE     SaDE     SaDE      120        20             5         140
229  229   EPSDE     SaDE     SaDE      260        10            50          40
230  230     jDE      jDE      jDE       40         0            15        <NA>
231  231     jDE     SaDE     SaDE      260        30            40          40
232  232     jDE      jDE     SaDE       30         0            50         180
233  233   SHADE     SaDE     SaDE      260        30            40          40
234  234   SHADE     SaDE     SaDE      220        10            40         260
235  235    SaDE      jDE    EPSDE      140        20             5         180
236  236   SHADE     SaDE    EPSDE      260        20             5         200
237  237   SHADE     SaDE     SaDE       60         0            40          70
238  238     jDE      jDE     SaDE      260         0            25         120
    param_ms_k .PARENT.
1           NA       NA
2       0.8795       NA
3           NA       NA
4       0.1200       NA
5       0.3087       NA
6           NA       NA
7           NA       NA
8           NA       NA
9       0.7907       NA
10          NA       NA
11          NA       NA
12          NA       NA
13      0.6246       NA
14      0.0787       NA
15      0.0316       NA
16      0.2148       NA
17          NA       NA
18      0.8300       NA
19          NA       NA
20          NA       NA
21      0.3456       NA
22      0.5775       NA
23      0.3368       NA
24          NA       NA
25          NA       NA
26          NA       NA
27      0.3514       NA
28          NA       NA
29          NA       NA
30      0.5114       NA
31      0.0783       NA
32      0.8271       NA
33      0.0802       NA
34      0.6621       NA
35      0.8002       NA
36      0.6881       NA
37      0.5125       NA
38          NA       NA
39      0.0336       NA
40          NA       NA
41          NA       NA
42          NA       NA
43          NA       NA
44          NA       NA
45      0.0740       NA
46      0.5699       NA
47          NA       NA
48          NA       NA
49          NA       NA
50          NA       NA
51      0.6985       NA
52          NA       NA
53      0.5637       NA
54          NA       NA
55          NA       NA
56          NA       NA
57          NA       NA
58      0.4222       NA
59          NA       NA
60      0.2907       NA
61          NA       NA
62          NA       NA
63      0.8535       NA
64      0.4555       NA
65      0.2976       NA
66          NA       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
125         NA       16
126     0.2819       91
127     0.6339       91
128     0.3381       91
129     0.0170       16
130     0.1256       16
131     0.4220       91
132     0.2341       91
133     0.3123       91
134     0.0352      118
135         NA       91
136         NA       91
137         NA       91
138     0.0329       16
139     0.4047       16
140     0.0106      118
141     0.2700       91
142         NA       16
143     0.6308       91
144     0.3623       91
145     0.0531      118
146     0.3552       91
147     0.0138       16
148     0.4331       16
149         NA       91
150     0.1070       16
151         NA       91
152     0.6771       91
153     0.4232       91
154     0.3560       91
155     0.5090       91
156     0.4929       91
157         NA       91
158         NA       91
159     0.2420       91
160         NA       91
161         NA       91
162     0.2326       16
163         NA       16
164     0.1600       91
165     0.7479       91
166         NA       91
167     0.1786      118
168     0.3060       91
169     0.1476       16
170     0.3780       91
171     0.4823       91
172         NA       91
173     0.1335       16
174     0.5315       91
175     0.4490       16
176     0.3696       91
177     0.6578       91
178     0.3783       16
179     0.4635       91
180     0.5974       91
181     0.1537      141
182     0.3358       16
183     0.0499       91
184     0.0766       16
185     0.2214      141
186     0.2836      141
187         NA       91
188         NA       91
189     0.3837       16
190     0.1774       91
191         NA       91
192     0.2984      141
193     0.2325      130
194     0.5976       91
195     0.3042      141
196     0.2136      141
197     0.1499      141
198     0.0403      140
199     0.0522      140
200     0.4442       91
201     0.1873       16
202     0.1412      141
203     0.1558       16
204     0.3659      141
205     0.4201       91
206     0.2960       91
207     0.0361      140
208     0.0327      140
209     0.4216       91
210     0.0981      141
211     0.2047      130
212         NA       91
213         NA       91
214     0.3081      141
215     0.7047       91
216     0.1083       91
217     0.1131       91
218     0.3263       16
219     0.6449       91
220     0.5352       91
221     0.1275      141
222     0.0829       16
223     0.1134      140
224     0.2510      130
225         NA      140
226     0.1238      141
227     0.3163       91
228     0.0202      140
229     0.3880      141
230         NA       91
231     0.0578      141
232     0.1883       91
233     0.1372      141
234     0.0370      130
235     0.0212      140
236     0.0026      140
237     0.2831      130
238     0.2083       91
# 2024-05-09 18:52:10 CEST: Memory used in irace():
             allConfigurations :              38.8 Kb
                       catInfo :              52.9 Kb
                  iraceResults :             163.3 Kb
                   raceResults :              37.1 Kb
                         Total :               0.3 Mb
                            gc :              39.7 Mb
# 2024-05-09 18:52:10 CEST: Iteration 5 of 5
# experimentsUsedSoFar: 1289
# remainingBudget: 711
# currentBudget: 711
# nbConfigurations: 69
# 2024-05-09 18:52:10 CEST: Update model
# Model:
$value_f
$value_f$`141`
[1] 0.04734992 0.01092690 0.01092690 0.93079628

$value_f$`91`
[1] 0.92334750 0.02289236 0.02289236 0.03086777

$value_f$`140`
[1] 0.04683812 0.92073549 0.01080880 0.02161759

$value_f$`211`
[1] 0.01177483 0.01177483 0.01177483 0.96467552

$value_f$`16`
[1] 0.01177483 0.01177483 0.01177483 0.96467552


$value_cr
$value_cr$`141`
[1] 0.04734992 0.93079628 0.01092690 0.01092690

$value_cr$`91`
[1] 0.92334750 0.03086777 0.02289236 0.02289236

$value_cr$`140`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_cr$`211`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_cr$`16`
[1] 0.01177483 0.96467552 0.01177483 0.01177483


$value_ms
$value_ms$`141`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`91`
[1] 0.02379756 0.92860732 0.02379756 0.02379756

$value_ms$`140`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`211`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`16`
[1] 0.01177483 0.96467552 0.01177483 0.01177483


$NP_start
$NP_start$`141`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112

$NP_start$`91`
 [1] 0.008123304 0.008123304 0.008123304 0.008123304 0.008123304 0.008123304
 [7] 0.008123304 0.008123304 0.008123304 0.008123304 0.008123304 0.008123304
[13] 0.008123304 0.008123304 0.008123304 0.861903833 0.008123304 0.008123304

$NP_start$`140`
 [1] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.03811089
[13] 0.00238193 0.01310062 0.00238193 0.91305954 0.00238193 0.00238193

$NP_start$`211`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`16`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112


$NP_reduce
$NP_reduce$`141`
[1] 0.043548997 0.007258166 0.007258166 0.927418339 0.007258166 0.007258166

$NP_reduce$`91`
[1] 0.90602877 0.01740208 0.01740208 0.02436291 0.01740208 0.01740208

$NP_reduce$`140`
[1] 0.007447356 0.007447356 0.951592188 0.007447356 0.007447356 0.018618389

$NP_reduce$`211`
[1] 0.8064 0.1264 0.0064 0.0064 0.0064 0.0480

$NP_reduce$`16`
[1] 0.007696167 0.007696167 0.007696167 0.007696167 0.007696167 0.961519164


$param_ms_LP
$param_ms_LP$`141`
 [1] 0.00238193 0.91305954 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.03811089 0.00238193 0.00238193 0.00238193
[13] 0.00238193 0.00238193 0.01310062 0.00238193 0.00238193 0.00238193

$param_ms_LP$`91`
 [1] 0.007974116 0.007974116 0.007974116 0.007974116 0.007974116 0.007974116
 [7] 0.007974116 0.007974116 0.860465244 0.007974116 0.007974116 0.007974116
[13] 0.007974116 0.007974116 0.011948906 0.007974116 0.007974116 0.007974116

$param_ms_LP$`140`
 [1] 0.00238193 0.91305954 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.04882957
[13] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193

$param_ms_LP$`211`
 [1] 0.00238193 0.00238193 0.00238193 0.00238193 0.91305954 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.04882957
[13] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193

$param_ms_LP$`16`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.957498096
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112


$param_ms_k
$param_ms_k$`141`
[1] 0.06507025 0.27000000

$param_ms_k$`91`
[1] 0.1787864 0.4179000

$param_ms_k$`140`
[1] 0.06507025 0.01060000

$param_ms_k$`211`
[1] 0.06507025 0.20470000

$param_ms_k$`16`
[1] 0.06507025 0.21480000


$param_archive
$param_archive$`141`
[1] 0.004775235 0.004775235 0.004775235 0.004775235 0.004775235 0.015519514
[7] 0.004775235 0.915239577 0.040589498

$param_archive$`91`
[1] 0.01319403 0.01319403 0.01319403 0.01319403 0.01319403 0.01905001 0.01319403
[8] 0.01319403 0.88859179

$param_archive$`140`
[1] 0.004952609 0.949235756 0.004952609 0.004952609 0.004952609 0.004952609
[7] 0.004952609 0.016095980 0.004952609

$param_archive$`211`
[1] 0.004775235 0.004775235 0.915239577 0.004775235 0.004775235 0.004775235
[7] 0.004775235 0.051333777 0.004775235

$param_archive$`16`
[1] 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.95948272 0.00506466


# 2024-05-09 18:52:10 CEST: Sample 64 configurations from model
# 2024-05-09 18:52:10 CEST: Computing similarity of configurations ......................................... DONE
# 2024-05-09 18:52:10 CEST: Configurations for the race n 5 (elite configurations listed first, then new configurations):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
141  141   SHADE     SaDE     SaDE      260        30            40          40
91    91     jDE      jDE     SaDE      260         0            50         120
140  140    SaDE     SaDE     SaDE      260        20             5          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
16    16   SHADE     SaDE     SaDE      220        50            40         180
239  239     jDE      jDE     SaDE      260         0            50         120
240  240     jDE      jDE     SaDE      260         0            50         120
241  241   SHADE     SaDE     SaDE      220        50            10          70
242  242   SHADE     SaDE     SaDE      220         0            10          70
243  243     jDE      jDE     SaDE      260         0            50         120
244  244     jDE      jDE     SaDE      260         0            50         100
245  245   SHADE     SaDE     SaDE      260        30            40          40
246  246   SHADE     SaDE     SaDE      220         0            50          70
247  247   SHADE    EPSDE     SaDE      260        30            40          40
248  248   SHADE     SaDE     SaDE      260        30            40          40
249  249   SHADE     SaDE     SaDE      220         0            10          70
250  250     jDE      jDE     SaDE      260         0            50         120
251  251   SHADE     SaDE     SaDE      220        10            10          70
252  252   SHADE     SaDE      jDE      260        30            40          40
253  253     jDE    SHADE     SaDE      260         0            50         120
254  254    SaDE     SaDE     SaDE      260        20             5          40
255  255   SHADE     SaDE     SaDE      260        30            40          40
256  256   SHADE     SaDE     SaDE      220         0            50          70
257  257     jDE      jDE     SaDE      260         0            40         120
258  258    SaDE     SaDE     SaDE      260        20             5          40
259  259   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
261  261   SHADE     SaDE     SaDE      260        30            50          40
262  262   SHADE     SaDE     SaDE      260        30            40          40
263  263   SHADE     SaDE     SaDE      260        30            40          40
264  264    SaDE     SaDE     SaDE      260        20             5          40
265  265     jDE      jDE     SaDE      260        40            50         120
266  266   SHADE     SaDE     SaDE      260        30            40         240
267  267    SaDE     SaDE     SaDE      260        20             5          40
268  268   SHADE     SaDE     SaDE      260        30            40          40
269  269    SaDE     SaDE     SaDE      260        20             5          40
270  270   SHADE     SaDE     SaDE      220        10            40         180
271  271    SaDE     SaDE      jDE      260        20             5          40
272  272   SHADE     SaDE     SaDE      260        30            40          40
273  273     jDE     SaDE     SaDE      260        30            40          40
274  274   SHADE     SaDE     SaDE      220         0            10          70
275  275   SHADE     SaDE     SaDE      220         0            10          70
276  276     jDE     SaDE     SaDE      260        20             5         180
277  277    SaDE     SaDE     SaDE      260        20             5          40
278  278    SaDE     SaDE     SaDE      180        20             5          40
279  279   SHADE     SaDE     SaDE      260        30            40          40
280  280   SHADE     SaDE     SaDE      220         0            10          70
281  281   SHADE     SaDE     SaDE      260        30            40          40
282  282     jDE      jDE    SHADE      260         0            50        <NA>
283  283     jDE      jDE     SaDE       40         0            50         120
284  284    SaDE      jDE     SaDE      260        20             5          40
285  285    SaDE     SaDE     SaDE      260        20             5          40
286  286   SHADE     SaDE     SaDE      260        30            40          40
287  287   EPSDE     SaDE     SaDE      260        30            40          40
288  288   SHADE     SaDE     SaDE      220         0            10          70
289  289   SHADE     SaDE     SaDE      260        30            40          40
290  290    SaDE     SaDE     SaDE      260        20             5          40
291  291   SHADE     SaDE     SaDE      220        50            40         180
292  292   SHADE     SaDE     SaDE      220         0            10          70
293  293    SaDE     SaDE     SaDE      260        20             5          40
294  294     jDE      jDE     SaDE      200         0            50         120
295  295   SHADE     SaDE     SaDE      260        30            40          40
296  296   SHADE     SaDE     SaDE      260         0            40          40
297  297     jDE      jDE    EPSDE      260         0            50         120
298  298   SHADE     SaDE     SaDE      220         0            10          70
299  299   SHADE     SaDE     SaDE      260        30            40          40
300  300    SaDE     SaDE     SaDE      260        20             5          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
302  302     jDE      jDE     SaDE      260         0            30         200
    param_ms_k .PARENT.
141     0.2700       91
91      0.4179       31
140     0.0106      118
211     0.2047      130
16      0.2148       NA
239     0.7515       91
240     0.4381       91
241     0.2234      211
242     0.1516      211
243     0.4978       91
244     0.5571       91
245     0.2259      141
246     0.1691      211
247     0.3284      141
248     0.3444      141
249     0.2424      211
250     0.2404       91
251     0.1303      211
252         NA      141
253     0.4100       91
254     0.0543      140
255     0.2128      141
256     0.1293      211
257     0.4506       91
258     0.0340      140
259     0.3421      141
260     0.3245      141
261     0.2367      141
262     0.2798      141
263     0.2313      141
264     0.0583      140
265     0.4798       91
266     0.2901      141
267     0.0126      140
268     0.3056      141
269     0.0344      140
270     0.2382      211
271         NA      140
272     0.1297      141
273     0.2265      141
274     0.1866      211
275     0.2519      211
276     0.0237      140
277     0.0362      140
278     0.0968      140
279     0.2591      141
280     0.2854      211
281     0.2801      141
282         NA       91
283     0.2049       91
284     0.0887      140
285     0.0346      140
286     0.2571      141
287     0.2397      141
288     0.2613      211
289     0.3463      141
290     0.0028      140
291     0.2460       16
292     0.2131      211
293     0.0139      140
294     0.8949       91
295     0.2034      141
296     0.2125      141
297     0.5246       91
298     0.0998      211
299     0.3003      141
300     0.0357      140
301     0.2124      141
302     0.4545       91
# 2024-05-09 18:52:10 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.7515), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4381), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4978), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.5571), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3284), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3444), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2404), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1303), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.41), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0543), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1293), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4506), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0583), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.4798), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2901), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0126), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.2382), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1297), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2265), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1866), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0237), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0362), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0968), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2591), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2854), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2801), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2049), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0887), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0346), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2397), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2613), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.246), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0139), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.8949), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2034), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.2125), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5246), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.0998), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0357), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4545), ('param_archive', '30')])
|x|         11|         69|        249|    -3049.689936|         69|00:40:02|   NA|  NA|    NA|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.7515), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4381), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4978), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.5571), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3284), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3444), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2404), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1303), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.41), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0543), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1293), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4506), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0583), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.4798), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2901), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0126), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.2382), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1297), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2265), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1866), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0237), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0362), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0968), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2591), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2854), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2801), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2049), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0887), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0346), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2397), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2613), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.246), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0139), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.8949), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2034), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.2125), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5246), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.0998), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0357), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4545), ('param_archive', '30')])
|x|          5|         69|        249|    -3049.689936|        133|01:07:05|+0.50|0.75|0.0195|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4381), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.7515), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4978), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.5571), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3284), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3444), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2404), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1303), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.41), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0543), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1293), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4506), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0583), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.4798), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2901), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0126), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.2382), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1297), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2265), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1866), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0237), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0362), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0968), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2591), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2854), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2801), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2049), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0887), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0346), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2397), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2613), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.246), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0139), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.8949), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2034), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.2125), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5246), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.0998), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0357), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4545), ('param_archive', '30')])
|x|          3|         69|        246|    -3049.689936|        197|00:52:21|+0.45|0.63|0.0167|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.7515), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4381), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4978), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.5571), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3284), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3444), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2404), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1303), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0543), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.41), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1293), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4506), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0583), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.4798), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2901), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0126), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.2382), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1297), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2265), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1866), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0237), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0362), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0968), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2591), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2854), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2801), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2049), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0887), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0346), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2397), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2613), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.246), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0139), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.8949), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2034), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.2125), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5246), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.0998), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0357), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4545), ('param_archive', '30')])
|x|          2|         69|        246|    -3049.689936|        261|00:37:58|+0.43|0.57|0.0177|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.7515), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4381), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4978), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.5571), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3284), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3444), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2404), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '70'), ('param_ms_k', 0.1303), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.41), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0543), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1293), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4506), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0583), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.4798), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.2901), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0126), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3056), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.2382), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1297), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2265), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1866), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.0237), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0362), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0968), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2591), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2854), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2801), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.2049), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0887), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0346), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2397), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2613), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.246), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0139), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.8949), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2034), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.2125), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.5246), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.0998), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0357), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '200'), ('param_ms_k', 0.4545), ('param_archive', '30')])
|-|          6|         25|        246|    -3049.689936|        325|00:42:56|-0.08|0.14|0.9612|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|         10|         25|        246|    -3049.689936|        345|00:11:36|-0.08|0.10|0.9849|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|          1|         25|        246|    -3049.689936|        365|00:10:32|-0.08|0.08|0.9581|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|          9|         25|        246|    -3049.689936|        385|00:13:16|-0.07|0.06|0.9710|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|          8|         25|        246|    -3049.689936|        405|00:13:19|-0.07|0.04|0.9841|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|          4|         25|        246|    -3049.689936|        425|00:09:55|-0.07|0.04|0.9762|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|          7|         25|        246|    -3049.689936|        445|00:12:44|-0.06|0.04|0.9698|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_ms_k', 0.2148), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '120'), ('param_ms_k', 0.4179), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2424), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0106), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3421), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.034), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '70'), ('param_ms_k', 0.2234), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1516), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2047), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2367), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2798), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2313), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0344), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2519), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2571), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3463), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '40'), ('param_ms_k', 0.0028), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2131), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3003), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
|=|         12|         25|        246|    -3049.689936|        470|00:17:09|-0.06|0.03|0.9768|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:         246    mean value:     -3049.689936
Description of the best-so-far configuration:
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
    param_ms_k .PARENT.
246     0.1691      211

# 2024-05-10 00:21:11 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-10 00:21:12 CEST: Results for the race of iteration 5 (from best to worst, according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
141  141   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
245  245   SHADE     SaDE     SaDE      260        30            40          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
290  290    SaDE     SaDE     SaDE      260        20             5          40
91    91     jDE      jDE     SaDE      260         0            50         120
261  261   SHADE     SaDE     SaDE      260        30            50          40
259  259   SHADE     SaDE     SaDE      260        30            40          40
258  258    SaDE     SaDE     SaDE      260        20             5          40
263  263   SHADE     SaDE     SaDE      260        30            40          40
269  269    SaDE     SaDE     SaDE      260        20             5          40
292  292   SHADE     SaDE     SaDE      220         0            10          70
16    16   SHADE     SaDE     SaDE      220        50            40         180
242  242   SHADE     SaDE     SaDE      220         0            10          70
275  275   SHADE     SaDE     SaDE      220         0            10          70
289  289   SHADE     SaDE     SaDE      260        30            40          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
255  255   SHADE     SaDE     SaDE      260        30            40          40
140  140    SaDE     SaDE     SaDE      260        20             5          40
241  241   SHADE     SaDE     SaDE      220        50            10          70
249  249   SHADE     SaDE     SaDE      220         0            10          70
286  286   SHADE     SaDE     SaDE      260        30            40          40
299  299   SHADE     SaDE     SaDE      260        30            40          40
262  262   SHADE     SaDE     SaDE      260        30            40          40
239  239     jDE      jDE     SaDE      260         0            50         120
240  240     jDE      jDE     SaDE      260         0            50         120
243  243     jDE      jDE     SaDE      260         0            50         120
244  244     jDE      jDE     SaDE      260         0            50         100
247  247   SHADE    EPSDE     SaDE      260        30            40          40
248  248   SHADE     SaDE     SaDE      260        30            40          40
250  250     jDE      jDE     SaDE      260         0            50         120
251  251   SHADE     SaDE     SaDE      220        10            10          70
252  252   SHADE     SaDE      jDE      260        30            40          40
253  253     jDE    SHADE     SaDE      260         0            50         120
254  254    SaDE     SaDE     SaDE      260        20             5          40
256  256   SHADE     SaDE     SaDE      220         0            50          70
257  257     jDE      jDE     SaDE      260         0            40         120
264  264    SaDE     SaDE     SaDE      260        20             5          40
265  265     jDE      jDE     SaDE      260        40            50         120
266  266   SHADE     SaDE     SaDE      260        30            40         240
267  267    SaDE     SaDE     SaDE      260        20             5          40
268  268   SHADE     SaDE     SaDE      260        30            40          40
270  270   SHADE     SaDE     SaDE      220        10            40         180
271  271    SaDE     SaDE      jDE      260        20             5          40
272  272   SHADE     SaDE     SaDE      260        30            40          40
273  273     jDE     SaDE     SaDE      260        30            40          40
274  274   SHADE     SaDE     SaDE      220         0            10          70
276  276     jDE     SaDE     SaDE      260        20             5         180
277  277    SaDE     SaDE     SaDE      260        20             5          40
278  278    SaDE     SaDE     SaDE      180        20             5          40
279  279   SHADE     SaDE     SaDE      260        30            40          40
280  280   SHADE     SaDE     SaDE      220         0            10          70
281  281   SHADE     SaDE     SaDE      260        30            40          40
282  282     jDE      jDE    SHADE      260         0            50        <NA>
283  283     jDE      jDE     SaDE       40         0            50         120
284  284    SaDE      jDE     SaDE      260        20             5          40
285  285    SaDE     SaDE     SaDE      260        20             5          40
287  287   EPSDE     SaDE     SaDE      260        30            40          40
288  288   SHADE     SaDE     SaDE      220         0            10          70
291  291   SHADE     SaDE     SaDE      220        50            40         180
293  293    SaDE     SaDE     SaDE      260        20             5          40
294  294     jDE      jDE     SaDE      200         0            50         120
295  295   SHADE     SaDE     SaDE      260        30            40          40
296  296   SHADE     SaDE     SaDE      260         0            40          40
297  297     jDE      jDE    EPSDE      260         0            50         120
298  298   SHADE     SaDE     SaDE      220         0            10          70
300  300    SaDE     SaDE     SaDE      260        20             5          40
302  302     jDE      jDE     SaDE      260         0            30         200
    param_ms_k .PARENT. .ALIVE. .RANK.
246     0.1691      211    TRUE    115
141     0.2700       91    TRUE    134
260     0.3245      141    TRUE    135
245     0.2259      141    TRUE    137
301     0.2124      141    TRUE    142
290     0.0028      140    TRUE    144
91      0.4179       31    TRUE    148
261     0.2367      141    TRUE    151
259     0.3421      141    TRUE    152
258     0.0340      140    TRUE    154
263     0.2313      141    TRUE    154
269     0.0344      140    TRUE    158
292     0.2131      211    TRUE    158
16      0.2148       NA    TRUE    159
242     0.1516      211    TRUE    160
275     0.2519      211    TRUE    162
289     0.3463      141    TRUE    163
211     0.2047      130    TRUE    165
255     0.2128      141    TRUE    166
140     0.0106      118    TRUE    167
241     0.2234      211    TRUE    169
249     0.2424      211    TRUE    173
286     0.2571      141    TRUE    173
299     0.3003      141    TRUE    176
262     0.2798      141    TRUE    185
239     0.7515       91   FALSE    Inf
240     0.4381       91   FALSE    Inf
243     0.4978       91   FALSE    Inf
244     0.5571       91   FALSE    Inf
247     0.3284      141   FALSE    Inf
248     0.3444      141   FALSE    Inf
250     0.2404       91   FALSE    Inf
251     0.1303      211   FALSE    Inf
252         NA      141   FALSE    Inf
253     0.4100       91   FALSE    Inf
254     0.0543      140   FALSE    Inf
256     0.1293      211   FALSE    Inf
257     0.4506       91   FALSE    Inf
264     0.0583      140   FALSE    Inf
265     0.4798       91   FALSE    Inf
266     0.2901      141   FALSE    Inf
267     0.0126      140   FALSE    Inf
268     0.3056      141   FALSE    Inf
270     0.2382      211   FALSE    Inf
271         NA      140   FALSE    Inf
272     0.1297      141   FALSE    Inf
273     0.2265      141   FALSE    Inf
274     0.1866      211   FALSE    Inf
276     0.0237      140   FALSE    Inf
277     0.0362      140   FALSE    Inf
278     0.0968      140   FALSE    Inf
279     0.2591      141   FALSE    Inf
280     0.2854      211   FALSE    Inf
281     0.2801      141   FALSE    Inf
282         NA       91   FALSE    Inf
283     0.2049       91   FALSE    Inf
284     0.0887      140   FALSE    Inf
285     0.0346      140   FALSE    Inf
287     0.2397      141   FALSE    Inf
288     0.2613      211   FALSE    Inf
291     0.2460       16   FALSE    Inf
293     0.0139      140   FALSE    Inf
294     0.8949       91   FALSE    Inf
295     0.2034      141   FALSE    Inf
296     0.2125      141   FALSE    Inf
297     0.5246       91   FALSE    Inf
298     0.0998      211   FALSE    Inf
300     0.0357      140   FALSE    Inf
302     0.4545       91   FALSE    Inf
# 2024-05-10 00:21:12 CEST: Extracting elites
# 2024-05-10 00:21:12 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
141  141   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
245  245   SHADE     SaDE     SaDE      260        30            40          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
    param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
246     0.1691      211    TRUE    115 0.3333333333333333
141     0.2700       91    TRUE    134 0.2666666666666667
260     0.3245      141    TRUE    135 0.2000000000000000
245     0.2259      141    TRUE    137 0.1333333333333333
301     0.2124      141    TRUE    142 0.0666666666666667
# 2024-05-10 00:21:12 CEST: End of iteration 5
# 2024-05-10 00:21:12 CEST: All configurations (sampling order):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1      1   SHADE    SHADE      jDE      120         0            30          90
2      2   SHADE    SHADE    EPSDE      260        50            30          60
3      3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4      4     jDE    SHADE     SaDE      180        40             5         300
5      5   SHADE    SHADE    EPSDE      140        40            15          60
6      6     jDE     SaDE      jDE      200         0            40         160
7      7   SHADE     SaDE      jDE      200        10            30         220
8      8   EPSDE     SaDE      jDE       90        50            15          30
9      9     jDE      jDE    EPSDE      180        40            30         160
10    10     jDE      jDE    SHADE      100        10            20        <NA>
11    11   EPSDE     SaDE      jDE      300        20            30         200
12    12   EPSDE      jDE    SHADE       80        40             0        <NA>
13    13   SHADE      jDE    EPSDE       90         0            10          40
14    14     jDE    EPSDE     SaDE      300        10            10         240
15    15   EPSDE     SaDE    EPSDE      100        10            10          30
16    16   SHADE     SaDE     SaDE      220        50            40         180
17    17     jDE      jDE    SHADE      120        20            15        <NA>
18    18   EPSDE    SHADE    EPSDE       80        10            20         100
19    19    SaDE    EPSDE      jDE      300         0            50        <NA>
20    20   EPSDE    SHADE      jDE      180        10            30         120
21    21     jDE     SaDE     SaDE       40        20            25         220
22    22   EPSDE    EPSDE    EPSDE      200        20             5         120
23    23    SaDE      jDE    EPSDE      140        40            25          50
24    24   SHADE      jDE    SHADE      260        10            40          40
25    25     jDE    EPSDE    SHADE       80         0             0        <NA>
26    26     jDE      jDE    SHADE       90        50            20        <NA>
27    27   SHADE      jDE    EPSDE      300        10            40         220
28    28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29    29    SaDE      jDE    SHADE      200        20            20        <NA>
30    30    SaDE      jDE    EPSDE      240        10            25         200
31    31   SHADE     SaDE     SaDE      260        30            25         240
32    32     jDE    EPSDE     SaDE       60         0            40         280
33    33   EPSDE    EPSDE     SaDE      200        30            30         140
34    34   SHADE    SHADE     SaDE       90        20            20          30
35    35   SHADE     SaDE     SaDE      120        10            50         240
36    36   EPSDE    SHADE    EPSDE       80        20            50          50
37    37   EPSDE      jDE     SaDE      220        50            20          90
38    38     jDE    SHADE      jDE      260        20            40          60
39    39     jDE     SaDE    EPSDE       40        30            30          60
40    40   EPSDE    SHADE    SHADE      240        10            40         180
41    41     jDE     SaDE    SHADE      300        10            40          60
42    42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43    43    SaDE     SaDE    SHADE       90        50            15          80
44    44    SaDE    SHADE    SHADE       90        30            10         200
45    45    SaDE    SHADE     SaDE       30        40            40         180
46    46   EPSDE     SaDE     SaDE      100        20            20          30
47    47   SHADE    SHADE      jDE       90        50            20          50
48    48     jDE     SaDE    SHADE      140        20            10         220
49    49   EPSDE     SaDE      jDE      260        20            15          80
50    50    SaDE      jDE      jDE       50        30             5        <NA>
51    51     jDE     SaDE    EPSDE      140        30            15         100
52    52   SHADE     SaDE    SHADE      140        30            15         200
53    53    SaDE    EPSDE     SaDE      100        30            15         280
54    54    SaDE     SaDE    SHADE       80        50            25         140
55    55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56    56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57    57     jDE     SaDE      jDE       50        20            40          30
58    58   SHADE      jDE    EPSDE       60        30            20         220
59    59   SHADE      jDE      jDE      140        10             0         160
60    60   EPSDE     SaDE     SaDE       80         0            30          50
61    61   SHADE     SaDE      jDE       30         0             5          40
62    62   SHADE    SHADE      jDE      120         0            25          30
63    63     jDE      jDE     SaDE      120        10            30         120
64    64     jDE      jDE    EPSDE       60        10            40         300
65    65   EPSDE      jDE    EPSDE       80        40            20         120
66    66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
131  131   SHADE      jDE     SaDE      260        40            25          70
132  132     jDE     SaDE     SaDE      260        30            25          40
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
139  139   SHADE      jDE     SaDE      220        50            40         300
140  140    SaDE     SaDE     SaDE      260        20             5          40
141  141   SHADE     SaDE     SaDE      260        30            40          40
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
144  144     jDE      jDE     SaDE      260         0            25          60
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
147  147    SaDE     SaDE     SaDE      220        50            40         180
148  148   EPSDE     SaDE     SaDE      240        50            30          80
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
154  154     jDE      jDE     SaDE      260         0            25         180
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
181  181   SHADE     SaDE     SaDE      260        30            50         180
182  182   SHADE     SaDE     SaDE      220        50            25         180
183  183     jDE      jDE     SaDE      260        20            30         120
184  184   SHADE     SaDE     SaDE      220        50            40         180
185  185    SaDE     SaDE     SaDE      260        30            40         120
186  186   SHADE     SaDE     SaDE      260        30            25          40
187  187    SaDE      jDE      jDE      160         0            15        <NA>
188  188     jDE      jDE      jDE      260         0            25        <NA>
189  189   SHADE     SaDE     SaDE      220        50            40         180
190  190     jDE      jDE     SaDE      300         0            50         120
191  191   SHADE     SaDE      jDE      220        50             0         160
192  192     jDE     SaDE     SaDE       60        40            40          40
193  193   SHADE     SaDE     SaDE      180        50            40         180
194  194     jDE      jDE    EPSDE      300         0             0         120
195  195     jDE     SaDE     SaDE      260        30            40         120
196  196   SHADE      jDE     SaDE      260        30            30          40
197  197   SHADE      jDE     SaDE      260        30            40          40
198  198     jDE     SaDE     SaDE      260        50             5          40
199  199    SaDE     SaDE     SaDE      260        20             5         100
200  200   EPSDE      jDE     SaDE      260         0            50         100
201  201   SHADE    SHADE     SaDE      220        50            40         180
202  202     jDE    EPSDE    EPSDE      260        50            40          30
203  203   SHADE     SaDE     SaDE      220        50            40         180
204  204     jDE      jDE     SaDE      260        30            40          60
205  205   SHADE    EPSDE     SaDE       30         0            50         120
206  206     jDE    EPSDE     SaDE      260         0            15         120
207  207    SaDE     SaDE     SaDE      260        20             5          40
208  208    SaDE     SaDE     SaDE      160        20             5          40
209  209     jDE      jDE    EPSDE      220        50            50         120
210  210   EPSDE     SaDE     SaDE      260        30            30          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
212  212     jDE    EPSDE    SHADE      120         0            10        <NA>
213  213     jDE    EPSDE    SHADE      260        30            25        <NA>
214  214   SHADE     SaDE     SaDE      260        30            40          90
215  215     jDE      jDE     SaDE      280         0            30         240
216  216   SHADE      jDE    EPSDE      260         0            50          30
217  217    SaDE      jDE     SaDE      180         0            40         120
218  218   SHADE     SaDE     SaDE      300        50             5         180
219  219     jDE     SaDE     SaDE       50         0             5         120
220  220   SHADE     SaDE    EPSDE      180        10            50          50
221  221   SHADE     SaDE     SaDE      260        30            40          40
222  222   SHADE      jDE     SaDE      220        50            40         180
223  223    SaDE     SaDE     SaDE      260        10             5          40
224  224   SHADE     SaDE    EPSDE       90        10            10          70
225  225    SaDE     SaDE    SHADE      260        20             5         180
226  226   SHADE     SaDE     SaDE      100        30            40          40
227  227     jDE     SaDE     SaDE      160         0             5         160
228  228   SHADE     SaDE     SaDE      120        20             5         140
229  229   EPSDE     SaDE     SaDE      260        10            50          40
230  230     jDE      jDE      jDE       40         0            15        <NA>
231  231     jDE     SaDE     SaDE      260        30            40          40
232  232     jDE      jDE     SaDE       30         0            50         180
233  233   SHADE     SaDE     SaDE      260        30            40          40
234  234   SHADE     SaDE     SaDE      220        10            40         260
235  235    SaDE      jDE    EPSDE      140        20             5         180
236  236   SHADE     SaDE    EPSDE      260        20             5         200
237  237   SHADE     SaDE     SaDE       60         0            40          70
238  238     jDE      jDE     SaDE      260         0            25         120
239  239     jDE      jDE     SaDE      260         0            50         120
240  240     jDE      jDE     SaDE      260         0            50         120
241  241   SHADE     SaDE     SaDE      220        50            10          70
242  242   SHADE     SaDE     SaDE      220         0            10          70
243  243     jDE      jDE     SaDE      260         0            50         120
244  244     jDE      jDE     SaDE      260         0            50         100
245  245   SHADE     SaDE     SaDE      260        30            40          40
246  246   SHADE     SaDE     SaDE      220         0            50          70
247  247   SHADE    EPSDE     SaDE      260        30            40          40
248  248   SHADE     SaDE     SaDE      260        30            40          40
249  249   SHADE     SaDE     SaDE      220         0            10          70
250  250     jDE      jDE     SaDE      260         0            50         120
251  251   SHADE     SaDE     SaDE      220        10            10          70
252  252   SHADE     SaDE      jDE      260        30            40          40
253  253     jDE    SHADE     SaDE      260         0            50         120
254  254    SaDE     SaDE     SaDE      260        20             5          40
255  255   SHADE     SaDE     SaDE      260        30            40          40
256  256   SHADE     SaDE     SaDE      220         0            50          70
257  257     jDE      jDE     SaDE      260         0            40         120
258  258    SaDE     SaDE     SaDE      260        20             5          40
259  259   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
261  261   SHADE     SaDE     SaDE      260        30            50          40
262  262   SHADE     SaDE     SaDE      260        30            40          40
263  263   SHADE     SaDE     SaDE      260        30            40          40
264  264    SaDE     SaDE     SaDE      260        20             5          40
265  265     jDE      jDE     SaDE      260        40            50         120
266  266   SHADE     SaDE     SaDE      260        30            40         240
267  267    SaDE     SaDE     SaDE      260        20             5          40
268  268   SHADE     SaDE     SaDE      260        30            40          40
269  269    SaDE     SaDE     SaDE      260        20             5          40
270  270   SHADE     SaDE     SaDE      220        10            40         180
271  271    SaDE     SaDE      jDE      260        20             5          40
272  272   SHADE     SaDE     SaDE      260        30            40          40
273  273     jDE     SaDE     SaDE      260        30            40          40
274  274   SHADE     SaDE     SaDE      220         0            10          70
275  275   SHADE     SaDE     SaDE      220         0            10          70
276  276     jDE     SaDE     SaDE      260        20             5         180
277  277    SaDE     SaDE     SaDE      260        20             5          40
278  278    SaDE     SaDE     SaDE      180        20             5          40
279  279   SHADE     SaDE     SaDE      260        30            40          40
280  280   SHADE     SaDE     SaDE      220         0            10          70
281  281   SHADE     SaDE     SaDE      260        30            40          40
282  282     jDE      jDE    SHADE      260         0            50        <NA>
283  283     jDE      jDE     SaDE       40         0            50         120
284  284    SaDE      jDE     SaDE      260        20             5          40
285  285    SaDE     SaDE     SaDE      260        20             5          40
286  286   SHADE     SaDE     SaDE      260        30            40          40
287  287   EPSDE     SaDE     SaDE      260        30            40          40
288  288   SHADE     SaDE     SaDE      220         0            10          70
289  289   SHADE     SaDE     SaDE      260        30            40          40
290  290    SaDE     SaDE     SaDE      260        20             5          40
291  291   SHADE     SaDE     SaDE      220        50            40         180
292  292   SHADE     SaDE     SaDE      220         0            10          70
293  293    SaDE     SaDE     SaDE      260        20             5          40
294  294     jDE      jDE     SaDE      200         0            50         120
295  295   SHADE     SaDE     SaDE      260        30            40          40
296  296   SHADE     SaDE     SaDE      260         0            40          40
297  297     jDE      jDE    EPSDE      260         0            50         120
298  298   SHADE     SaDE     SaDE      220         0            10          70
299  299   SHADE     SaDE     SaDE      260        30            40          40
300  300    SaDE     SaDE     SaDE      260        20             5          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
302  302     jDE      jDE     SaDE      260         0            30         200
    param_ms_k .PARENT.
1           NA       NA
2       0.8795       NA
3           NA       NA
4       0.1200       NA
5       0.3087       NA
6           NA       NA
7           NA       NA
8           NA       NA
9       0.7907       NA
10          NA       NA
11          NA       NA
12          NA       NA
13      0.6246       NA
14      0.0787       NA
15      0.0316       NA
16      0.2148       NA
17          NA       NA
18      0.8300       NA
19          NA       NA
20          NA       NA
21      0.3456       NA
22      0.5775       NA
23      0.3368       NA
24          NA       NA
25          NA       NA
26          NA       NA
27      0.3514       NA
28          NA       NA
29          NA       NA
30      0.5114       NA
31      0.0783       NA
32      0.8271       NA
33      0.0802       NA
34      0.6621       NA
35      0.8002       NA
36      0.6881       NA
37      0.5125       NA
38          NA       NA
39      0.0336       NA
40          NA       NA
41          NA       NA
42          NA       NA
43          NA       NA
44          NA       NA
45      0.0740       NA
46      0.5699       NA
47          NA       NA
48          NA       NA
49          NA       NA
50          NA       NA
51      0.6985       NA
52          NA       NA
53      0.5637       NA
54          NA       NA
55          NA       NA
56          NA       NA
57          NA       NA
58      0.4222       NA
59          NA       NA
60      0.2907       NA
61          NA       NA
62          NA       NA
63      0.8535       NA
64      0.4555       NA
65      0.2976       NA
66          NA       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
125         NA       16
126     0.2819       91
127     0.6339       91
128     0.3381       91
129     0.0170       16
130     0.1256       16
131     0.4220       91
132     0.2341       91
133     0.3123       91
134     0.0352      118
135         NA       91
136         NA       91
137         NA       91
138     0.0329       16
139     0.4047       16
140     0.0106      118
141     0.2700       91
142         NA       16
143     0.6308       91
144     0.3623       91
145     0.0531      118
146     0.3552       91
147     0.0138       16
148     0.4331       16
149         NA       91
150     0.1070       16
151         NA       91
152     0.6771       91
153     0.4232       91
154     0.3560       91
155     0.5090       91
156     0.4929       91
157         NA       91
158         NA       91
159     0.2420       91
160         NA       91
161         NA       91
162     0.2326       16
163         NA       16
164     0.1600       91
165     0.7479       91
166         NA       91
167     0.1786      118
168     0.3060       91
169     0.1476       16
170     0.3780       91
171     0.4823       91
172         NA       91
173     0.1335       16
174     0.5315       91
175     0.4490       16
176     0.3696       91
177     0.6578       91
178     0.3783       16
179     0.4635       91
180     0.5974       91
181     0.1537      141
182     0.3358       16
183     0.0499       91
184     0.0766       16
185     0.2214      141
186     0.2836      141
187         NA       91
188         NA       91
189     0.3837       16
190     0.1774       91
191         NA       91
192     0.2984      141
193     0.2325      130
194     0.5976       91
195     0.3042      141
196     0.2136      141
197     0.1499      141
198     0.0403      140
199     0.0522      140
200     0.4442       91
201     0.1873       16
202     0.1412      141
203     0.1558       16
204     0.3659      141
205     0.4201       91
206     0.2960       91
207     0.0361      140
208     0.0327      140
209     0.4216       91
210     0.0981      141
211     0.2047      130
212         NA       91
213         NA       91
214     0.3081      141
215     0.7047       91
216     0.1083       91
217     0.1131       91
218     0.3263       16
219     0.6449       91
220     0.5352       91
221     0.1275      141
222     0.0829       16
223     0.1134      140
224     0.2510      130
225         NA      140
226     0.1238      141
227     0.3163       91
228     0.0202      140
229     0.3880      141
230         NA       91
231     0.0578      141
232     0.1883       91
233     0.1372      141
234     0.0370      130
235     0.0212      140
236     0.0026      140
237     0.2831      130
238     0.2083       91
239     0.7515       91
240     0.4381       91
241     0.2234      211
242     0.1516      211
243     0.4978       91
244     0.5571       91
245     0.2259      141
246     0.1691      211
247     0.3284      141
248     0.3444      141
249     0.2424      211
250     0.2404       91
251     0.1303      211
252         NA      141
253     0.4100       91
254     0.0543      140
255     0.2128      141
256     0.1293      211
257     0.4506       91
258     0.0340      140
259     0.3421      141
260     0.3245      141
261     0.2367      141
262     0.2798      141
263     0.2313      141
264     0.0583      140
265     0.4798       91
266     0.2901      141
267     0.0126      140
268     0.3056      141
269     0.0344      140
270     0.2382      211
271         NA      140
272     0.1297      141
273     0.2265      141
274     0.1866      211
275     0.2519      211
276     0.0237      140
277     0.0362      140
278     0.0968      140
279     0.2591      141
280     0.2854      211
281     0.2801      141
282         NA       91
283     0.2049       91
284     0.0887      140
285     0.0346      140
286     0.2571      141
287     0.2397      141
288     0.2613      211
289     0.3463      141
290     0.0028      140
291     0.2460       16
292     0.2131      211
293     0.0139      140
294     0.8949       91
295     0.2034      141
296     0.2125      141
297     0.5246       91
298     0.0998      211
299     0.3003      141
300     0.0357      140
301     0.2124      141
302     0.4545       91
# 2024-05-10 00:21:12 CEST: Memory used in irace():
             allConfigurations :              47.8 Kb
                       catInfo :              52.9 Kb
                  iraceResults :             206.8 Kb
                   raceResults :              42.8 Kb
                         Total :               0.3 Mb
                            gc :              39.7 Mb
# 2024-05-10 00:21:12 CEST: Iteration 6 of 6
# experimentsUsedSoFar: 1759
# remainingBudget: 241
# currentBudget: 241
# nbConfigurations: 23
# 2024-05-10 00:21:12 CEST: Update model
# Model:
$value_f
$value_f$`246`
[1] 0.002382644 0.002382644 0.002382644 0.992852069

$value_f$`141`
[1] 0.009516048 0.002196011 0.002196011 0.986091930

$value_f$`260`
[1] 0.009516048 0.002196011 0.002196011 0.986091930

$value_f$`245`
[1] 0.009516048 0.002196011 0.002196011 0.986091930

$value_f$`301`
[1] 0.009516048 0.002196011 0.002196011 0.986091930


$value_cr
$value_cr$`246`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_cr$`141`
[1] 0.009516048 0.986091930 0.002196011 0.002196011

$value_cr$`260`
[1] 0.009516048 0.986091930 0.002196011 0.002196011

$value_cr$`245`
[1] 0.009516048 0.986091930 0.002196011 0.002196011

$value_cr$`301`
[1] 0.009516048 0.986091930 0.002196011 0.002196011


$value_ms
$value_ms$`246`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`141`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`260`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`245`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`301`
[1] 0.002382644 0.992852069 0.002382644 0.002382644


$NP_start
$NP_start$`246`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$NP_start$`141`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.9914121858 0.0005051655 0.0005051655

$NP_start$`260`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.9914121858 0.0005051655 0.0005051655

$NP_start$`245`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.9914121858 0.0005051655 0.0005051655

$NP_start$`301`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.9914121858 0.0005051655 0.0005051655


$NP_reduce
$NP_reduce$`246`
[1] 0.962040649 0.024783378 0.001254855 0.001254855 0.001254855 0.009411409

$NP_reduce$`141`
[1] 0.008746229 0.001457705 0.001457705 0.985422952 0.001457705 0.001457705

$NP_reduce$`260`
[1] 0.008746229 0.001457705 0.001457705 0.985422952 0.001457705 0.001457705

$NP_reduce$`245`
[1] 0.008746229 0.001457705 0.001457705 0.985422952 0.001457705 0.001457705

$NP_reduce$`301`
[1] 0.008746229 0.001457705 0.001457705 0.985422952 0.001457705 0.001457705


$param_ms_LP
$param_ms_LP$`246`
 [1] 0.000477003 0.000477003 0.000477003 0.000477003 0.982589389 0.000477003
 [7] 0.000477003 0.000477003 0.000477003 0.000477003 0.000477003 0.009778562
[13] 0.000477003 0.000477003 0.000477003 0.000477003 0.000477003 0.000477003

$param_ms_LP$`141`
 [1] 0.000477003 0.982589389 0.000477003 0.000477003 0.000477003 0.000477003
 [7] 0.000477003 0.000477003 0.007632048 0.000477003 0.000477003 0.000477003
[13] 0.000477003 0.000477003 0.002623517 0.000477003 0.000477003 0.000477003

$param_ms_LP$`260`
 [1] 0.000477003 0.982589389 0.000477003 0.000477003 0.000477003 0.000477003
 [7] 0.000477003 0.000477003 0.007632048 0.000477003 0.000477003 0.000477003
[13] 0.000477003 0.000477003 0.002623517 0.000477003 0.000477003 0.000477003

$param_ms_LP$`245`
 [1] 0.000477003 0.982589389 0.000477003 0.000477003 0.000477003 0.000477003
 [7] 0.000477003 0.000477003 0.007632048 0.000477003 0.000477003 0.000477003
[13] 0.000477003 0.000477003 0.002623517 0.000477003 0.000477003 0.000477003

$param_ms_LP$`301`
 [1] 0.000477003 0.982589389 0.000477003 0.000477003 0.000477003 0.000477003
 [7] 0.000477003 0.000477003 0.007632048 0.000477003 0.000477003 0.000477003
[13] 0.000477003 0.000477003 0.002623517 0.000477003 0.000477003 0.000477003


$param_ms_k
$param_ms_k$`246`
[1] 0.04533916 0.16910000

$param_ms_k$`141`
[1] 0.04533916 0.27000000

$param_ms_k$`260`
[1] 0.04533916 0.32450000

$param_ms_k$`245`
[1] 0.04533916 0.22590000

$param_ms_k$`301`
[1] 0.04533916 0.21240000


$param_archive
$param_archive$`246`
[1] 0.0008091126 0.0008091126 0.1550775837 0.0008091126 0.0008091126
[6] 0.0008091126 0.0008091126 0.0086979610 0.8313697794

$param_archive$`141`
[1] 0.0009567015 0.0009567015 0.0009567015 0.0009567015 0.0009567015
[6] 0.0031092800 0.0009567015 0.9830185478 0.0081319630

$param_archive$`260`
[1] 0.0009567015 0.0009567015 0.0009567015 0.0009567015 0.0009567015
[6] 0.0031092800 0.0009567015 0.9830185478 0.0081319630

$param_archive$`245`
[1] 0.0009567015 0.0009567015 0.0009567015 0.0009567015 0.0009567015
[6] 0.0031092800 0.0009567015 0.9830185478 0.0081319630

$param_archive$`301`
[1] 0.0009567015 0.0009567015 0.0009567015 0.0009567015 0.0009567015
[6] 0.0031092800 0.0009567015 0.9830185478 0.0081319630


# 2024-05-10 00:21:12 CEST: Sample 18 configurations from model
# 2024-05-10 00:21:12 CEST: Computing similarity of configurations .................... DONE
# 2024-05-10 00:21:12 CEST: Configurations for the race n 6 (elite configurations listed first, then new configurations):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
141  141   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
245  245   SHADE     SaDE     SaDE      260        30            40          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
303  303   SHADE     SaDE     SaDE      220         0            50          70
304  304   SHADE     SaDE     SaDE      220         0            50          70
305  305   SHADE     SaDE     SaDE      260        30            40          40
306  306   SHADE     SaDE     SaDE      260        30            40          40
307  307   SHADE     SaDE     SaDE      220         0            50          70
308  308   SHADE     SaDE     SaDE      220         0            50          70
309  309   EPSDE     SaDE     SaDE      220         0            50          70
310  310   SHADE     SaDE     SaDE      260        30            40          40
311  311   SHADE     SaDE     SaDE      260        30            40          40
312  312   SHADE     SaDE     SaDE      260        30            40          40
313  313   SHADE     SaDE     SaDE      220         0            50          70
314  314   SHADE     SaDE     SaDE      260        30            40          40
315  315   SHADE     SaDE     SaDE      260        30            40          40
316  316   SHADE     SaDE     SaDE      260        30            40          40
317  317   SHADE     SaDE     SaDE      260        30            40          40
318  318   SHADE     SaDE     SaDE      260        30            40          40
319  319   SHADE     SaDE     SaDE      260        30            40         240
320  320   SHADE     SaDE     SaDE      220         0            50          70
    param_ms_k .PARENT.
246     0.1691      211
141     0.2700       91
260     0.3245      141
245     0.2259      141
301     0.2124      141
303     0.2150      246
304     0.1496      246
305     0.1655      141
306     0.2080      301
307     0.1677      246
308     0.1988      246
309     0.1674      246
310     0.3187      141
311     0.3101      260
312     0.1847      245
313     0.2478      246
314     0.3821      260
315     0.3897      260
316     0.3513      141
317     0.2217      301
318     0.3160      260
319     0.3362      141
320     0.1242      246
# 2024-05-10 00:21:12 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.27), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1691), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3245), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2124), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2259), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|x|         13|         23|        246|    -3049.689936|         23|00:19:45|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|x|         10|         23|        141|    -3049.689936|         41|00:18:27|-0.11|0.44|0.0106|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|x|          8|         23|        303|    -3049.689936|         59|00:18:00|+0.01|0.34|0.0097|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|x|          1|         23|        303|    -3049.689936|         77|00:15:40|+0.04|0.28|0.0093|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|          6|         23|        245|    -3049.689936|         95|00:14:04|+0.03|0.23|0.0101|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|          7|         23|        245|    -3049.689936|        113|00:14:28|+0.07|0.22|0.0094|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|          4|         23|        141|    -3049.689936|        131|00:13:21|+0.06|0.19|0.0094|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1496), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1674), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|-|          2|         21|        246|    -3049.689936|        149|00:14:57|-0.06|0.08|0.9238|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|         12|         21|        246|    -3049.689936|        165|00:11:35|-0.05|0.07|0.9342|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|         11|         21|        246|    -3049.689936|        181|00:10:44|-0.02|0.08|0.9320|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
|=|          9|         21|        303|    -3049.689936|        197|00:08:49|-0.01|0.08|0.9265|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
|=|          3|         21|        246|    -3049.689936|        213|00:10:28|-0.01|0.08|0.9201|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3513), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1988), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1677), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3821), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.215), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.2217), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.2478), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1655), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3101), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.1847), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '70'), ('param_ms_k', 0.1242), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.316), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.208), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3187), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_ms_k', 0.3362), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '30'), ('param_ms_LP', '40'), ('param_ms_k', 0.3897), ('param_archive', '40')])
|=|          5|         21|        246|    -3049.689936|        229|00:10:26|-0.01|0.07|0.9218|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because experiments for next test (250) > max experiments (241)
Best-so-far configuration:         246    mean value:     -3049.689936
Description of the best-so-far configuration:
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
    param_ms_k .PARENT.
246     0.1691      211

# 2024-05-10 06:31:34 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-10 06:31:35 CEST: Results for the race of iteration 6 (from best to worst, according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
141  141   SHADE     SaDE     SaDE      260        30            40          40
303  303   SHADE     SaDE     SaDE      220         0            50          70
245  245   SHADE     SaDE     SaDE      260        30            40          40
311  311   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
313  313   SHADE     SaDE     SaDE      220         0            50          70
318  318   SHADE     SaDE     SaDE      260        30            40          40
315  315   SHADE     SaDE     SaDE      260        30            40          40
308  308   SHADE     SaDE     SaDE      220         0            50          70
306  306   SHADE     SaDE     SaDE      260        30            40          40
305  305   SHADE     SaDE     SaDE      260        30            40          40
317  317   SHADE     SaDE     SaDE      260        30            40          40
312  312   SHADE     SaDE     SaDE      260        30            40          40
319  319   SHADE     SaDE     SaDE      260        30            40         240
320  320   SHADE     SaDE     SaDE      220         0            50          70
307  307   SHADE     SaDE     SaDE      220         0            50          70
314  314   SHADE     SaDE     SaDE      260        30            40          40
316  316   SHADE     SaDE     SaDE      260        30            40          40
310  310   SHADE     SaDE     SaDE      260        30            40          40
304  304   SHADE     SaDE     SaDE      220         0            50          70
309  309   EPSDE     SaDE     SaDE      220         0            50          70
    param_ms_k .PARENT. .ALIVE. .RANK.
246     0.1691      211    TRUE    103
141     0.2700       91    TRUE    112
303     0.2150      246    TRUE    118
245     0.2259      141    TRUE    122
311     0.3101      260    TRUE    126
260     0.3245      141    TRUE    132
301     0.2124      141    TRUE    134
313     0.2478      246    TRUE    135
318     0.3160      260    TRUE    135
315     0.3897      260    TRUE    136
308     0.1988      246    TRUE    140
306     0.2080      301    TRUE    142
305     0.1655      141    TRUE    148
317     0.2217      301    TRUE    149
312     0.1847      245    TRUE    155
319     0.3362      141    TRUE    158
320     0.1242      246    TRUE    160
307     0.1677      246    TRUE    164
314     0.3821      260    TRUE    173
316     0.3513      141    TRUE    173
310     0.3187      141    TRUE    188
304     0.1496      246   FALSE    Inf
309     0.1674      246   FALSE    Inf
# 2024-05-10 06:31:35 CEST: Extracting elites
# 2024-05-10 06:31:35 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
246  246   SHADE     SaDE     SaDE      220         0            50          70
141  141   SHADE     SaDE     SaDE      260        30            40          40
303  303   SHADE     SaDE     SaDE      220         0            50          70
245  245   SHADE     SaDE     SaDE      260        30            40          40
311  311   SHADE     SaDE     SaDE      260        30            40          40
    param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
246     0.1691      211    TRUE    103 0.3333333333333333
141     0.2700       91    TRUE    112 0.2666666666666667
303     0.2150      246    TRUE    118 0.2000000000000000
245     0.2259      141    TRUE    122 0.1333333333333333
311     0.3101      260    TRUE    126 0.0666666666666667
# 2024-05-10 06:31:35 CEST: End of iteration 6
# 2024-05-10 06:31:35 CEST: All configurations (sampling order):
    .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1      1   SHADE    SHADE      jDE      120         0            30          90
2      2   SHADE    SHADE    EPSDE      260        50            30          60
3      3    SaDE    EPSDE    SHADE      100        40            40        <NA>
4      4     jDE    SHADE     SaDE      180        40             5         300
5      5   SHADE    SHADE    EPSDE      140        40            15          60
6      6     jDE     SaDE      jDE      200         0            40         160
7      7   SHADE     SaDE      jDE      200        10            30         220
8      8   EPSDE     SaDE      jDE       90        50            15          30
9      9     jDE      jDE    EPSDE      180        40            30         160
10    10     jDE      jDE    SHADE      100        10            20        <NA>
11    11   EPSDE     SaDE      jDE      300        20            30         200
12    12   EPSDE      jDE    SHADE       80        40             0        <NA>
13    13   SHADE      jDE    EPSDE       90         0            10          40
14    14     jDE    EPSDE     SaDE      300        10            10         240
15    15   EPSDE     SaDE    EPSDE      100        10            10          30
16    16   SHADE     SaDE     SaDE      220        50            40         180
17    17     jDE      jDE    SHADE      120        20            15        <NA>
18    18   EPSDE    SHADE    EPSDE       80        10            20         100
19    19    SaDE    EPSDE      jDE      300         0            50        <NA>
20    20   EPSDE    SHADE      jDE      180        10            30         120
21    21     jDE     SaDE     SaDE       40        20            25         220
22    22   EPSDE    EPSDE    EPSDE      200        20             5         120
23    23    SaDE      jDE    EPSDE      140        40            25          50
24    24   SHADE      jDE    SHADE      260        10            40          40
25    25     jDE    EPSDE    SHADE       80         0             0        <NA>
26    26     jDE      jDE    SHADE       90        50            20        <NA>
27    27   SHADE      jDE    EPSDE      300        10            40         220
28    28   EPSDE    EPSDE    SHADE       30        20             0        <NA>
29    29    SaDE      jDE    SHADE      200        20            20        <NA>
30    30    SaDE      jDE    EPSDE      240        10            25         200
31    31   SHADE     SaDE     SaDE      260        30            25         240
32    32     jDE    EPSDE     SaDE       60         0            40         280
33    33   EPSDE    EPSDE     SaDE      200        30            30         140
34    34   SHADE    SHADE     SaDE       90        20            20          30
35    35   SHADE     SaDE     SaDE      120        10            50         240
36    36   EPSDE    SHADE    EPSDE       80        20            50          50
37    37   EPSDE      jDE     SaDE      220        50            20          90
38    38     jDE    SHADE      jDE      260        20            40          60
39    39     jDE     SaDE    EPSDE       40        30            30          60
40    40   EPSDE    SHADE    SHADE      240        10            40         180
41    41     jDE     SaDE    SHADE      300        10            40          60
42    42   EPSDE    EPSDE      jDE      200        20            30        <NA>
43    43    SaDE     SaDE    SHADE       90        50            15          80
44    44    SaDE    SHADE    SHADE       90        30            10         200
45    45    SaDE    SHADE     SaDE       30        40            40         180
46    46   EPSDE     SaDE     SaDE      100        20            20          30
47    47   SHADE    SHADE      jDE       90        50            20          50
48    48     jDE     SaDE    SHADE      140        20            10         220
49    49   EPSDE     SaDE      jDE      260        20            15          80
50    50    SaDE      jDE      jDE       50        30             5        <NA>
51    51     jDE     SaDE    EPSDE      140        30            15         100
52    52   SHADE     SaDE    SHADE      140        30            15         200
53    53    SaDE    EPSDE     SaDE      100        30            15         280
54    54    SaDE     SaDE    SHADE       80        50            25         140
55    55   EPSDE    EPSDE      jDE      240        10             5        <NA>
56    56    SaDE    EPSDE    SHADE      260        40             5        <NA>
57    57     jDE     SaDE      jDE       50        20            40          30
58    58   SHADE      jDE    EPSDE       60        30            20         220
59    59   SHADE      jDE      jDE      140        10             0         160
60    60   EPSDE     SaDE     SaDE       80         0            30          50
61    61   SHADE     SaDE      jDE       30         0             5          40
62    62   SHADE    SHADE      jDE      120         0            25          30
63    63     jDE      jDE     SaDE      120        10            30         120
64    64     jDE      jDE    EPSDE       60        10            40         300
65    65   EPSDE      jDE    EPSDE       80        40            20         120
66    66   EPSDE    EPSDE    SHADE       90        50            40        <NA>
67    67   SHADE    EPSDE      jDE      220        10            40         120
68    68     jDE      jDE     SaDE       80        10            50          40
69    69   EPSDE     SaDE    EPSDE       40        50            50          30
70    70     jDE    SHADE    EPSDE      280        40            40         140
71    71   SHADE    SHADE    EPSDE      240        10            40          50
72    72   SHADE      jDE    SHADE      260         0            25          80
73    73    SaDE    EPSDE     SaDE       60        30            25          60
74    74   SHADE     SaDE     SaDE       40        10            40         220
75    75   SHADE    EPSDE     SaDE       60        50            10          60
76    76     jDE      jDE    EPSDE      300        10            40         300
77    77   SHADE     SaDE     SaDE       80         0            10         240
78    78    SaDE      jDE    EPSDE      200        10            40         180
79    79    SaDE    SHADE      jDE      220        20            40          80
80    80   EPSDE      jDE    SHADE      300        10            15        <NA>
81    81   SHADE     SaDE    SHADE       40        40            30         240
82    82   EPSDE    EPSDE     SaDE      220        30             0         120
83    83    SaDE    EPSDE    EPSDE      280         0            40          30
84    84     jDE    EPSDE      jDE      100        20            40        <NA>
85    85    SaDE      jDE     SaDE       70        50             5         180
86    86    SaDE     SaDE    EPSDE      100        20             5         260
87    87   SHADE      jDE    SHADE       50        50            20          80
88    88   SHADE      jDE     SaDE       30        40             0         140
89    89   SHADE      jDE    EPSDE      300        40            25         260
90    90   EPSDE     SaDE    EPSDE       80        30            25          90
91    91     jDE      jDE     SaDE      260         0            50         120
92    92    SaDE    EPSDE    SHADE      300        40             0        <NA>
93    93    SaDE     SaDE      jDE      220        10            20         300
94    94   SHADE    EPSDE      jDE      200         0            40         180
95    95   SHADE     SaDE      jDE      260        40            25         100
96    96   SHADE      jDE    EPSDE      300        10            20         220
97    97   SHADE      jDE    SHADE      300        20             5          70
98    98   EPSDE     SaDE    EPSDE       90         0            25         220
99    99   SHADE      jDE    SHADE      120         0             5          30
100  100   EPSDE     SaDE     SaDE      180        30            50          90
101  101   SHADE    SHADE     SaDE       50        10            25         240
102  102   EPSDE    EPSDE     SaDE      300        20            20         280
103  103   EPSDE     SaDE     SaDE      180        30            25         200
104  104   EPSDE     SaDE     SaDE       40        50            40          90
105  105    SaDE      jDE     SaDE       90        10            40         220
106  106   EPSDE     SaDE     SaDE       70        10             0          90
107  107   SHADE    EPSDE      jDE      220        10            10         120
108  108   SHADE     SaDE    SHADE       60        50             0         180
109  109     jDE    EPSDE    EPSDE       60        30            20         260
110  110   SHADE    EPSDE    EPSDE      260        10            30          70
111  111   SHADE      jDE    EPSDE      220        20            10          30
112  112    SaDE    SHADE     SaDE      140        20            25         160
113  113   EPSDE     SaDE      jDE      260        50            40         280
114  114     jDE    SHADE    EPSDE      140        30            10         240
115  115   SHADE      jDE    EPSDE      260        50            10         280
116  116   EPSDE    EPSDE    SHADE      280        20            40        <NA>
117  117    SaDE    EPSDE      jDE      100        20            40        <NA>
118  118     jDE     SaDE     SaDE      180        20             5         180
119  119   SHADE    SHADE    SHADE       30        30            25          60
120  120    SaDE     SaDE    SHADE      220         0            40          30
121  121   SHADE     SaDE    EPSDE       80        20            50         180
122  122    SaDE    EPSDE    EPSDE      220        30            10         180
123  123     jDE    EPSDE     SaDE      120        50             0          70
124  124   EPSDE     SaDE     SaDE      160        30            20          60
125  125   EPSDE     SaDE    SHADE      260        50            40         180
126  126    SaDE      jDE    EPSDE      140         0            10         120
127  127    SaDE    EPSDE     SaDE      260        40            50          70
128  128    SaDE      jDE     SaDE      260        30            30         120
129  129    SaDE    SHADE     SaDE      160        50            40         180
130  130   SHADE     SaDE     SaDE      220        10            10          70
131  131   SHADE      jDE     SaDE      260        40            25          70
132  132     jDE     SaDE     SaDE      260        30            25          40
133  133     jDE      jDE     SaDE      260        20            50         120
134  134   SHADE    EPSDE     SaDE      180        20            40         140
135  135   SHADE      jDE      jDE      260        20            50         120
136  136   SHADE      jDE    SHADE      260         0            25         240
137  137     jDE      jDE      jDE      260        50            40        <NA>
138  138   EPSDE     SaDE     SaDE      220        50            40         180
139  139   SHADE      jDE     SaDE      220        50            40         300
140  140    SaDE     SaDE     SaDE      260        20             5          40
141  141   SHADE     SaDE     SaDE      260        30            40          40
142  142   SHADE    SHADE      jDE      220         0            40         140
143  143   SHADE    EPSDE     SaDE      260         0            20         240
144  144     jDE      jDE     SaDE      260         0            25          60
145  145     jDE      jDE    EPSDE      220        20             5         180
146  146     jDE    SHADE    EPSDE      260        30            50         240
147  147    SaDE     SaDE     SaDE      220        50            40         180
148  148   EPSDE     SaDE     SaDE      240        50            30          80
149  149     jDE     SaDE    SHADE      260         0            20          70
150  150   SHADE    SHADE     SaDE      220        40            40          40
151  151    SaDE     SaDE      jDE       80         0            25         240
152  152   SHADE    EPSDE     SaDE      260        30            20         120
153  153     jDE      jDE     SaDE      260         0            25         200
154  154     jDE      jDE     SaDE      260         0            25         180
155  155     jDE     SaDE    EPSDE       70        30            25         120
156  156   SHADE      jDE    EPSDE      120         0            50          60
157  157     jDE    SHADE      jDE      160        10            10         240
158  158     jDE    SHADE    SHADE      260         0             5         120
159  159   EPSDE      jDE     SaDE      200        50            50         240
160  160     jDE      jDE    SHADE       80        30            50        <NA>
161  161     jDE     SaDE      jDE      180        20            50          80
162  162   SHADE     SaDE    EPSDE      220        50            25          70
163  163    SaDE     SaDE      jDE       60        50            40          60
164  164     jDE      jDE     SaDE      260        30             0         120
165  165     jDE      jDE     SaDE      180        40            50         240
166  166   EPSDE     SaDE    SHADE      100         0            50         100
167  167   EPSDE     SaDE     SaDE      220        20             5         180
168  168     jDE    SHADE     SaDE      260        30            40         240
169  169   SHADE    EPSDE    EPSDE      220        50            40         180
170  170    SaDE      jDE    EPSDE      240        40            25         260
171  171     jDE      jDE     SaDE       50         0             0         120
172  172     jDE      jDE    SHADE       40         0            50        <NA>
173  173     jDE     SaDE     SaDE      220        30            40         140
174  174     jDE      jDE     SaDE      260        30            15         140
175  175   SHADE    SHADE     SaDE      220        50            40         180
176  176     jDE    SHADE     SaDE      260        30            50         120
177  177     jDE      jDE     SaDE      260         0            25         280
178  178     jDE     SaDE     SaDE      220        50            15         220
179  179     jDE    SHADE     SaDE      260         0             5         120
180  180     jDE     SaDE     SaDE      260        40            50         120
181  181   SHADE     SaDE     SaDE      260        30            50         180
182  182   SHADE     SaDE     SaDE      220        50            25         180
183  183     jDE      jDE     SaDE      260        20            30         120
184  184   SHADE     SaDE     SaDE      220        50            40         180
185  185    SaDE     SaDE     SaDE      260        30            40         120
186  186   SHADE     SaDE     SaDE      260        30            25          40
187  187    SaDE      jDE      jDE      160         0            15        <NA>
188  188     jDE      jDE      jDE      260         0            25        <NA>
189  189   SHADE     SaDE     SaDE      220        50            40         180
190  190     jDE      jDE     SaDE      300         0            50         120
191  191   SHADE     SaDE      jDE      220        50             0         160
192  192     jDE     SaDE     SaDE       60        40            40          40
193  193   SHADE     SaDE     SaDE      180        50            40         180
194  194     jDE      jDE    EPSDE      300         0             0         120
195  195     jDE     SaDE     SaDE      260        30            40         120
196  196   SHADE      jDE     SaDE      260        30            30          40
197  197   SHADE      jDE     SaDE      260        30            40          40
198  198     jDE     SaDE     SaDE      260        50             5          40
199  199    SaDE     SaDE     SaDE      260        20             5         100
200  200   EPSDE      jDE     SaDE      260         0            50         100
201  201   SHADE    SHADE     SaDE      220        50            40         180
202  202     jDE    EPSDE    EPSDE      260        50            40          30
203  203   SHADE     SaDE     SaDE      220        50            40         180
204  204     jDE      jDE     SaDE      260        30            40          60
205  205   SHADE    EPSDE     SaDE       30         0            50         120
206  206     jDE    EPSDE     SaDE      260         0            15         120
207  207    SaDE     SaDE     SaDE      260        20             5          40
208  208    SaDE     SaDE     SaDE      160        20             5          40
209  209     jDE      jDE    EPSDE      220        50            50         120
210  210   EPSDE     SaDE     SaDE      260        30            30          40
211  211   SHADE     SaDE     SaDE      220         0            10          70
212  212     jDE    EPSDE    SHADE      120         0            10        <NA>
213  213     jDE    EPSDE    SHADE      260        30            25        <NA>
214  214   SHADE     SaDE     SaDE      260        30            40          90
215  215     jDE      jDE     SaDE      280         0            30         240
216  216   SHADE      jDE    EPSDE      260         0            50          30
217  217    SaDE      jDE     SaDE      180         0            40         120
218  218   SHADE     SaDE     SaDE      300        50             5         180
219  219     jDE     SaDE     SaDE       50         0             5         120
220  220   SHADE     SaDE    EPSDE      180        10            50          50
221  221   SHADE     SaDE     SaDE      260        30            40          40
222  222   SHADE      jDE     SaDE      220        50            40         180
223  223    SaDE     SaDE     SaDE      260        10             5          40
224  224   SHADE     SaDE    EPSDE       90        10            10          70
225  225    SaDE     SaDE    SHADE      260        20             5         180
226  226   SHADE     SaDE     SaDE      100        30            40          40
227  227     jDE     SaDE     SaDE      160         0             5         160
228  228   SHADE     SaDE     SaDE      120        20             5         140
229  229   EPSDE     SaDE     SaDE      260        10            50          40
230  230     jDE      jDE      jDE       40         0            15        <NA>
231  231     jDE     SaDE     SaDE      260        30            40          40
232  232     jDE      jDE     SaDE       30         0            50         180
233  233   SHADE     SaDE     SaDE      260        30            40          40
234  234   SHADE     SaDE     SaDE      220        10            40         260
235  235    SaDE      jDE    EPSDE      140        20             5         180
236  236   SHADE     SaDE    EPSDE      260        20             5         200
237  237   SHADE     SaDE     SaDE       60         0            40          70
238  238     jDE      jDE     SaDE      260         0            25         120
239  239     jDE      jDE     SaDE      260         0            50         120
240  240     jDE      jDE     SaDE      260         0            50         120
241  241   SHADE     SaDE     SaDE      220        50            10          70
242  242   SHADE     SaDE     SaDE      220         0            10          70
243  243     jDE      jDE     SaDE      260         0            50         120
244  244     jDE      jDE     SaDE      260         0            50         100
245  245   SHADE     SaDE     SaDE      260        30            40          40
246  246   SHADE     SaDE     SaDE      220         0            50          70
247  247   SHADE    EPSDE     SaDE      260        30            40          40
248  248   SHADE     SaDE     SaDE      260        30            40          40
249  249   SHADE     SaDE     SaDE      220         0            10          70
250  250     jDE      jDE     SaDE      260         0            50         120
251  251   SHADE     SaDE     SaDE      220        10            10          70
252  252   SHADE     SaDE      jDE      260        30            40          40
253  253     jDE    SHADE     SaDE      260         0            50         120
254  254    SaDE     SaDE     SaDE      260        20             5          40
255  255   SHADE     SaDE     SaDE      260        30            40          40
256  256   SHADE     SaDE     SaDE      220         0            50          70
257  257     jDE      jDE     SaDE      260         0            40         120
258  258    SaDE     SaDE     SaDE      260        20             5          40
259  259   SHADE     SaDE     SaDE      260        30            40          40
260  260   SHADE     SaDE     SaDE      260        30            40          40
261  261   SHADE     SaDE     SaDE      260        30            50          40
262  262   SHADE     SaDE     SaDE      260        30            40          40
263  263   SHADE     SaDE     SaDE      260        30            40          40
264  264    SaDE     SaDE     SaDE      260        20             5          40
265  265     jDE      jDE     SaDE      260        40            50         120
266  266   SHADE     SaDE     SaDE      260        30            40         240
267  267    SaDE     SaDE     SaDE      260        20             5          40
268  268   SHADE     SaDE     SaDE      260        30            40          40
269  269    SaDE     SaDE     SaDE      260        20             5          40
270  270   SHADE     SaDE     SaDE      220        10            40         180
271  271    SaDE     SaDE      jDE      260        20             5          40
272  272   SHADE     SaDE     SaDE      260        30            40          40
273  273     jDE     SaDE     SaDE      260        30            40          40
274  274   SHADE     SaDE     SaDE      220         0            10          70
275  275   SHADE     SaDE     SaDE      220         0            10          70
276  276     jDE     SaDE     SaDE      260        20             5         180
277  277    SaDE     SaDE     SaDE      260        20             5          40
278  278    SaDE     SaDE     SaDE      180        20             5          40
279  279   SHADE     SaDE     SaDE      260        30            40          40
280  280   SHADE     SaDE     SaDE      220         0            10          70
281  281   SHADE     SaDE     SaDE      260        30            40          40
282  282     jDE      jDE    SHADE      260         0            50        <NA>
283  283     jDE      jDE     SaDE       40         0            50         120
284  284    SaDE      jDE     SaDE      260        20             5          40
285  285    SaDE     SaDE     SaDE      260        20             5          40
286  286   SHADE     SaDE     SaDE      260        30            40          40
287  287   EPSDE     SaDE     SaDE      260        30            40          40
288  288   SHADE     SaDE     SaDE      220         0            10          70
289  289   SHADE     SaDE     SaDE      260        30            40          40
290  290    SaDE     SaDE     SaDE      260        20             5          40
291  291   SHADE     SaDE     SaDE      220        50            40         180
292  292   SHADE     SaDE     SaDE      220         0            10          70
293  293    SaDE     SaDE     SaDE      260        20             5          40
294  294     jDE      jDE     SaDE      200         0            50         120
295  295   SHADE     SaDE     SaDE      260        30            40          40
296  296   SHADE     SaDE     SaDE      260         0            40          40
297  297     jDE      jDE    EPSDE      260         0            50         120
298  298   SHADE     SaDE     SaDE      220         0            10          70
299  299   SHADE     SaDE     SaDE      260        30            40          40
300  300    SaDE     SaDE     SaDE      260        20             5          40
301  301   SHADE     SaDE     SaDE      260        30            40          40
302  302     jDE      jDE     SaDE      260         0            30         200
303  303   SHADE     SaDE     SaDE      220         0            50          70
304  304   SHADE     SaDE     SaDE      220         0            50          70
305  305   SHADE     SaDE     SaDE      260        30            40          40
306  306   SHADE     SaDE     SaDE      260        30            40          40
307  307   SHADE     SaDE     SaDE      220         0            50          70
308  308   SHADE     SaDE     SaDE      220         0            50          70
309  309   EPSDE     SaDE     SaDE      220         0            50          70
310  310   SHADE     SaDE     SaDE      260        30            40          40
311  311   SHADE     SaDE     SaDE      260        30            40          40
312  312   SHADE     SaDE     SaDE      260        30            40          40
313  313   SHADE     SaDE     SaDE      220         0            50          70
314  314   SHADE     SaDE     SaDE      260        30            40          40
315  315   SHADE     SaDE     SaDE      260        30            40          40
316  316   SHADE     SaDE     SaDE      260        30            40          40
317  317   SHADE     SaDE     SaDE      260        30            40          40
318  318   SHADE     SaDE     SaDE      260        30            40          40
319  319   SHADE     SaDE     SaDE      260        30            40         240
320  320   SHADE     SaDE     SaDE      220         0            50          70
    param_ms_k .PARENT.
1           NA       NA
2       0.8795       NA
3           NA       NA
4       0.1200       NA
5       0.3087       NA
6           NA       NA
7           NA       NA
8           NA       NA
9       0.7907       NA
10          NA       NA
11          NA       NA
12          NA       NA
13      0.6246       NA
14      0.0787       NA
15      0.0316       NA
16      0.2148       NA
17          NA       NA
18      0.8300       NA
19          NA       NA
20          NA       NA
21      0.3456       NA
22      0.5775       NA
23      0.3368       NA
24          NA       NA
25          NA       NA
26          NA       NA
27      0.3514       NA
28          NA       NA
29          NA       NA
30      0.5114       NA
31      0.0783       NA
32      0.8271       NA
33      0.0802       NA
34      0.6621       NA
35      0.8002       NA
36      0.6881       NA
37      0.5125       NA
38          NA       NA
39      0.0336       NA
40          NA       NA
41          NA       NA
42          NA       NA
43          NA       NA
44          NA       NA
45      0.0740       NA
46      0.5699       NA
47          NA       NA
48          NA       NA
49          NA       NA
50          NA       NA
51      0.6985       NA
52          NA       NA
53      0.5637       NA
54          NA       NA
55          NA       NA
56          NA       NA
57          NA       NA
58      0.4222       NA
59          NA       NA
60      0.2907       NA
61          NA       NA
62          NA       NA
63      0.8535       NA
64      0.4555       NA
65      0.2976       NA
66          NA       NA
67          NA       16
68      0.4062       16
69      0.1254       16
70      0.5999       27
71      0.9078       16
72          NA       31
73      0.4570       31
74      0.6553       16
75      0.1118       16
76      0.5465       27
77      0.4913       16
78      0.3888       16
79          NA       16
80          NA       27
81          NA       31
82      0.1388       16
83      0.4628       27
84          NA       16
85      0.0962       31
86      0.2399       16
87          NA       16
88      0.6775       16
89      0.5149       27
90      0.2457       27
91      0.4179       31
92          NA       16
93          NA       16
94          NA       16
95          NA       31
96      0.3417       27
97          NA       27
98      0.4947       31
99          NA       27
100     0.0825       31
101     0.4822       31
102     0.7590       16
103     0.2660       31
104     0.0056       16
105     0.5279       27
106     0.3786       16
107         NA       16
108         NA       31
109     0.7860       27
110     0.5590       27
111     0.2757       27
112     0.3022       31
113         NA       16
114     0.2296       31
115     0.1918       16
116         NA       16
117         NA       16
118     0.0016       16
119         NA       31
120         NA       16
121     0.6065       16
122     0.6730       16
123     0.2645       16
124     0.2301       16
125         NA       16
126     0.2819       91
127     0.6339       91
128     0.3381       91
129     0.0170       16
130     0.1256       16
131     0.4220       91
132     0.2341       91
133     0.3123       91
134     0.0352      118
135         NA       91
136         NA       91
137         NA       91
138     0.0329       16
139     0.4047       16
140     0.0106      118
141     0.2700       91
142         NA       16
143     0.6308       91
144     0.3623       91
145     0.0531      118
146     0.3552       91
147     0.0138       16
148     0.4331       16
149         NA       91
150     0.1070       16
151         NA       91
152     0.6771       91
153     0.4232       91
154     0.3560       91
155     0.5090       91
156     0.4929       91
157         NA       91
158         NA       91
159     0.2420       91
160         NA       91
161         NA       91
162     0.2326       16
163         NA       16
164     0.1600       91
165     0.7479       91
166         NA       91
167     0.1786      118
168     0.3060       91
169     0.1476       16
170     0.3780       91
171     0.4823       91
172         NA       91
173     0.1335       16
174     0.5315       91
175     0.4490       16
176     0.3696       91
177     0.6578       91
178     0.3783       16
179     0.4635       91
180     0.5974       91
181     0.1537      141
182     0.3358       16
183     0.0499       91
184     0.0766       16
185     0.2214      141
186     0.2836      141
187         NA       91
188         NA       91
189     0.3837       16
190     0.1774       91
191         NA       91
192     0.2984      141
193     0.2325      130
194     0.5976       91
195     0.3042      141
196     0.2136      141
197     0.1499      141
198     0.0403      140
199     0.0522      140
200     0.4442       91
201     0.1873       16
202     0.1412      141
203     0.1558       16
204     0.3659      141
205     0.4201       91
206     0.2960       91
207     0.0361      140
208     0.0327      140
209     0.4216       91
210     0.0981      141
211     0.2047      130
212         NA       91
213         NA       91
214     0.3081      141
215     0.7047       91
216     0.1083       91
217     0.1131       91
218     0.3263       16
219     0.6449       91
220     0.5352       91
221     0.1275      141
222     0.0829       16
223     0.1134      140
224     0.2510      130
225         NA      140
226     0.1238      141
227     0.3163       91
228     0.0202      140
229     0.3880      141
230         NA       91
231     0.0578      141
232     0.1883       91
233     0.1372      141
234     0.0370      130
235     0.0212      140
236     0.0026      140
237     0.2831      130
238     0.2083       91
239     0.7515       91
240     0.4381       91
241     0.2234      211
242     0.1516      211
243     0.4978       91
244     0.5571       91
245     0.2259      141
246     0.1691      211
247     0.3284      141
248     0.3444      141
249     0.2424      211
250     0.2404       91
251     0.1303      211
252         NA      141
253     0.4100       91
254     0.0543      140
255     0.2128      141
256     0.1293      211
257     0.4506       91
258     0.0340      140
259     0.3421      141
260     0.3245      141
261     0.2367      141
262     0.2798      141
263     0.2313      141
264     0.0583      140
265     0.4798       91
266     0.2901      141
267     0.0126      140
268     0.3056      141
269     0.0344      140
270     0.2382      211
271         NA      140
272     0.1297      141
273     0.2265      141
274     0.1866      211
275     0.2519      211
276     0.0237      140
277     0.0362      140
278     0.0968      140
279     0.2591      141
280     0.2854      211
281     0.2801      141
282         NA       91
283     0.2049       91
284     0.0887      140
285     0.0346      140
286     0.2571      141
287     0.2397      141
288     0.2613      211
289     0.3463      141
290     0.0028      140
291     0.2460       16
292     0.2131      211
293     0.0139      140
294     0.8949       91
295     0.2034      141
296     0.2125      141
297     0.5246       91
298     0.0998      211
299     0.3003      141
300     0.0357      140
301     0.2124      141
302     0.4545       91
303     0.2150      246
304     0.1496      246
305     0.1655      141
306     0.2080      301
307     0.1677      246
308     0.1988      246
309     0.1674      246
310     0.3187      141
311     0.3101      260
312     0.1847      245
313     0.2478      246
314     0.3821      260
315     0.3897      260
316     0.3513      141
317     0.2217      301
318     0.3160      260
319     0.3362      141
320     0.1242      246
# 2024-05-10 06:31:35 CEST: Memory used in irace():
             allConfigurations :              50.4 Kb
                       catInfo :              52.9 Kb
                  iraceResults :             229.7 Kb
                         Total :               0.3 Mb
                            gc :              39.7 Mb
# 2024-05-10 06:31:35 CEST: Stopped because there is not enough budget left to race more than the minimum (5)
# You may either increase the budget or set 'minNbSurvival' to a lower value
# Iteration: 7
# nbIterations: 7
# experimentsUsedSoFar: 1988
# timeUsed: 0
# remainingBudget: 12
# currentBudget: 12
# number of elites: 5
# nbConfigurations: 5
# Total CPU user time: 55258.23, CPU sys time: 9903.9, Wall-clock time: 10852.54
    value_f value_cr value_ms  ... param_archive param_ms_LP param_ms_k
246   SHADE     SaDE     SaDE  ...            50          70     0.1691
141   SHADE     SaDE     SaDE  ...            40          40     0.2700
303   SHADE     SaDE     SaDE  ...            50          70     0.2150
245   SHADE     SaDE     SaDE  ...            40          40     0.2259
311   SHADE     SaDE     SaDE  ...            40          40     0.3101

[5 rows x 8 columns]
