## irace scenario:
scenarioFile = "./scenario.txt"
execDir = "/home/taccgoo"
parameterFile = "/home/taccgoo/parameters.txt"
forbiddenExps = NULL = expression()
forbiddenFile = ""
initConfigurations = NULL
configurationsFile = ""
logFile = "/home/taccgoo/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: 0x7f62b59ec840>, ...)}
targetRunnerLauncher = ""
targetRunnerLauncherArgs = "{targetRunner} {targetRunnerArgs}"
targetRunnerRetries = 0
targetRunnerData = ""
targetRunnerParallel = NULL
targetEvaluator = NULL
deterministic = FALSE
maxExperiments = 500
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 01:13:37 UTC: RNGkind: Mersenne-Twister Inversion Rejection
# 2024-05-09 01:13:37 UTC: .Random.seed: 10403, 624, -1403562739, -967981974, -2086032669, -1217503544, -587592151, -1256297514, 11286623, -2128283884, 1111088901, -676341758, 2110395291, 292262432, -72375391, 446051566, 535197847, -1203422228, 1332213757, -707367270, -1896979629, -213663624, -25216999, 2043818246, 1792315343, -413946940, 696090613, 418637874, 1179482635, -1253553712, 544385937, 2048573470, -481599993, 891791004, 986863341, 533112010, 758790083, 1681296936, -1827676663, 1879327286, 754697023, -1849389964, 1106926821, -384236446, -224166789, 381152640, 1977134977, 250550094, 821206903, 601472332, -2126155299, 2101438202, 110372915, -220084264, -1110769671, 1250402150, 823710383, 1715640612, -566266411, -1482543982, -1514988821, -474645200, 216051569, 1749432958, 1270037735, -175734788, -248493875, -534137558, 1422079139, -23040632, 2039455209, 1089423510, 1860353567, 223924692, 77318853, 1691508930, -870099621, -1728317216, 1179233121, -1307366994, -1138477481, 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1600179011, 370682792, 389709193, 264207286, -783003969, 927056372, 1484108901, -2066770462, 2058977275, 839269120, -1694744831, 707952846, -607544585, -666459444, 1772140893, 2021337210, -467166285, 1381156184, -442138759, -864470810, 500973103, 1454714532, -786911915, 1592073746, -1106117013, 482290352, -454025487, -1530133506, 1469126759, -1781217924, -1897566131, -2068064598, -1426356189, 964217608, -216924823, -1934671338, -792131169, 1880672084, -850730427, 347714114, -1190979365, 1754859104, -1908606239, -93105362, -1128205865, -459238356, -800529603, 1629819098, -1117548397, 1202011320, 2029401, -1565223098, 227651855, -189297660, -719629515, 1565545074, 536072011, -955331056, -178138415, 1239117406, -1213192377, 827657948, -507899347, 1192875786, 380024067, 1337137768, 86732105, -979617674, 1701655679, -123962188, -2074542043, -2140406110, 1359684027, -1738833472, 681420481, 779572622, -1703561033, 1667052940, -2098725603, -1732433606, 332133747, 725443608, 576085817, 1094264230, 1196594159, -493708956, 2056448277, -2037401902, -1003483093, -1686494864, -705726799, -260437826, -857168345, -1931212740, 1866572813, 284297066, -476425757, 1788811720, -1887515351, 639524566, 1878576991, 472179220, 1259867653, 1761508098, 2064226971, -1641698016, 991314593, -1261008914, 1017114519, -1697347860, 1307969277, -212110950, -157758893, 83049336, -1941719271, 2040456198, 1507256015, -1046587708, 1828155125, 1102793522, 1895743755, 752428240, 361826961, -1388326114, -856517369, 81375644, -1577835027, 1012688842, 1863212739, 135579944, 1342446857, 1707980086, -1390159297, 1376384884, 721423333, 2072586082, 188121979, 1120897152, -1835086207, 1210640974, -956852617, 2103347276, -1175781155, -786961926, -1862136013, 1218364120, -102826247, 1769853542, -1344886353, 1597162532, -1816075051, 32182162, -2003312149, -100411344, 1061064305, 1623510398, 1233515495, -1584526596, -1605789747, -1351550934, 842718115, 300689544, -2135728919, -2008925290, -1247390433, 1034140884, 1770584517, 1898185666, 1909054555, 993072096, -131118495, 1862696110, -1187730089, -1454163540, 188672701, 504009306, 708822035, -703071688, -1558169895, 2054025414, -1878401905, -1264066172, 308759221, 1178010610, 154366667, 1842494352, -638582191, -1214187554, 811254471, 391713884, 1287256493, -599279478, -1034434429, -570607640, -679179063, -585895434, -29868033, -1370869196, -2010458203, 250023970, -1157913285, 673337152, 817870401, 2080849678, -284216265, 1762302732, 1114227869, 1380674234, 629795059, -113843816, 1006591673, 1644642086, 489193327, -413815068, 1214423189, -1716049838, -1928760405, -551792912, 1755145777, 711742014, -886505049, -963457604, 1170033549, -1057445654, -795007645, 773846856, -2039501655, -2434986, -678323489, -1621796972, 1146987909, 636112002, -1895571941, -1770308960, -45608415, -1916587666, -1606472937, -1294160788, 467897981, 1911714586, 35159507, 1775466744, -193694055, 568442246, 1441436239, 1217670212, -785717643, -1820099406, 1246880907, -1866853808, 1782495761, -37823330, -1079463801, -1147980004, -439644819, -409220790, 709030467, 808216232, 996981897, -668012874, 1852466623, 941436148, -1751555227, -1824147230, 840599291, -15477248, 448814593, -1898818610, 1618776567, 690056652, 270813277, 219655034, 1529053875, 1271251032, 2021097081, 127232998, 352851247, 1438341540, -2076697515, -692846318, 323274091, -1316780624, 1506541041, 1110480638, 261214055, -1364045700, 1130151757, 1716066730, -1199493341, 2113570312, 544455785, -1717029610, -881155937, -872828332, -1219096251, 1074877762, -2072535077, -960224928, 1109432801, 902604334, 528443607, 439410476, 1403253309, 1070797786, -404555885, 786806712, -268405159, -1397077434, 288950287, -1205651708, 1963082293, 308327794, 1444550219, 1548790032, -1371721263, -732331682, 412900935, 71834076, 820568365, -552035830, -2138055677, 492983656, -612586423, -1008817290, -746960001, -633149516, 353087269, 560275874, 39004347, 1046748352, 677430721, 88746126, 687845303, -2140995444, -690320355, -1304646598, 2072960115, 252403480, -16294343, -152545114, -583701777, 1159971940, -218015723, 27367890, 487184171, -1745257360, -628468303, 1557240766, -1803526873, -861105348, 1021833997, -2145236374, -1549338397, -2143562552, -1904243671, 577393110, 1193371231, 240176404, 1580350725, 945364482, -1008393829, -1563703264, 2121851297, 1273158382, 615868055, 34591212, 1178605053, -1737722726, 90124627, 1410250360, -981191143, 397907718, -407552561, -32177724, -1985126923, 1804512818, 239863819, 1465253840, 1303079313, 1345381918, -1728721913, -1002980196, -1311640339, 58600138, 1593738691, -2074147800, -680240119, -857528266, -1020792513, 1065050740, 2084682469, -1845147038, 2103806587, 483599232, -245305983, 607042894, 374902135, -242265268, 172789725, -1300599558, -1869875661, -775438888, -546374151, -1933572762, 2070970543, 273608484, 8278997, 591393426, 1813555435, 2034119472, 1922592113, -284204930, -1749767449, 1396807164, -1776359731, -1354482902, 198083235, 1940120456, -799859735, 652291734, -1069159393, 1897572308, -1800263483, 1199679170, 2131518299, -1051578656, 705751393, 1959120814, 1570841687, 1295615148, 1199045053, 1283364186, 1145907987, -938576584, 1690285529, 530162630, -1088474225, -718697340, 1525430709, 130901746, 346536395, -930474352, -1337368239, 1174735582, 1584724423, -1910366372, -1404647251, 1435270026, 525266819, 65172200, 252955593, -537107210, -1825351937, -762929868, 150701733, 2112238370, -1257132997, -1860113856, -847194815, -264236530, -1236849865, -1083808244
# 2024-05-09 01:13:37 UTC: Initialization
# Elitist race
# Elitist new instances: 1
# Elitist limit: 2
# nbIterations: 5
# minNbSurvival: 5
# nbParameters: 8
# seed: 1649761249
# confidence level: 0.95
# budget: 500
# mu: 5
# deterministic: FALSE

# 2024-05-09 01:13:37 UTC: Iteration 1 of 5
# experimentsUsedSoFar: 0
# remainingBudget: 500
# currentBudget: 100
# nbConfigurations: 16
# 2024-05-09 01:13:37 UTC: Sample 16 configurations from uniform distribution
# 2024-05-09 01:13:37 UTC: 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   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
# 2024-05-09 01:13:37 UTC: 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', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.598), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.2585), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.4807), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '140'), ('param_ms_k', 0.2065), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.2648), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.8808), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
RUN INSTANCE  1
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|x|          1|         16|          8|    -3049.689936|         16|00:46:10|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.2648), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.4807), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.598), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.2585), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '140'), ('param_ms_k', 0.2065), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.8808), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
RUN INSTANCE  6
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|x|          2|         16|          8|    -3049.689936|         32|00:45:18|+0.98|0.99|0.0000|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.598), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.2585), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.4807), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '140'), ('param_ms_k', 0.2065), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.8808), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.2648), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
RUN INSTANCE  6
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|x|          3|         16|          8|    -3049.672450|         48|00:45:25|+0.95|0.97|0.5031|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.598), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.2585), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.4807), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.2648), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '140'), ('param_ms_k', 0.2065), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.8808), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
RUN INSTANCE  3
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|x|          4|         16|          8|    -3049.676822|         64|00:45:43|+0.94|0.95|0.3773|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_ms_LP', '30'), ('param_ms_k', 0.598), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.2585), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '30'), ('param_ms_LP', '200'), ('param_ms_k', 0.4807), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '60'), ('param_ms_k', 0.2648), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '10'), ('param_ms_LP', '220'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '300'), ('NP_reduce', '10'), ('param_ms_LP', '140'), ('param_ms_k', 0.2065), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '100'), ('param_ms_k', 0.8808), ('param_archive', '20')])
RUN INSTANCE  6
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|-|          5|          4|          8|    -3049.666732|         80|00:44:01|-0.08|0.14|0.8651|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (4) <= minimum number of configurations (5)
Best-so-far configuration:           8    mean value:     -3049.666732
Description of the best-so-far configuration:
  .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
8    8   SHADE      jDE     SaDE      260         0             0         260
  param_ms_k .PARENT.
8     0.3864       NA

# 2024-05-09 05:00:17 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.5 Mb
# 2024-05-09 05:00:17 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
3     3     jDE     SaDE     SaDE      180        30            20         160
5     5    SaDE     SaDE     SaDE      200        50            10          30
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
4     4     jDE      jDE    SHADE      140         0            25        <NA>
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
   param_ms_k .PARENT. .ALIVE. .RANK.
8      0.3864       NA    TRUE      9
16     0.3110       NA    TRUE     13
3      0.5456       NA    TRUE     14
5      0.2318       NA    TRUE     14
1      0.5980       NA   FALSE    Inf
2      0.2585       NA   FALSE    Inf
4          NA       NA   FALSE    Inf
6      0.4807       NA   FALSE    Inf
7          NA       NA   FALSE    Inf
9          NA       NA   FALSE    Inf
10     0.2648       NA   FALSE    Inf
11     0.2065       NA   FALSE    Inf
12         NA       NA   FALSE    Inf
13         NA       NA   FALSE    Inf
14         NA       NA   FALSE    Inf
15     0.8808       NA   FALSE    Inf
# 2024-05-09 05:00:17 UTC: Extracting elites
# 2024-05-09 05:00:17 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
3     3     jDE     SaDE     SaDE      180        30            20         160
5     5    SaDE     SaDE     SaDE      200        50            10          30
   param_ms_k .PARENT. .ALIVE. .RANK. .WEIGHT.
8      0.3864       NA    TRUE      9      0.4
16     0.3110       NA    TRUE     13      0.3
3      0.5456       NA    TRUE     14      0.2
5      0.2318       NA    TRUE     14      0.1
# 2024-05-09 05:00:17 UTC: Initialise model
# 2024-05-09 05:00:17 UTC: End of iteration 1
# 2024-05-09 05:00:17 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
# 2024-05-09 05:00:17 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              44.0 Kb
                         Total :               0.1 Mb
                            gc :              39.5 Mb
# 2024-05-09 05:00:17 UTC: Iteration 2 of 5
# experimentsUsedSoFar: 80
# remainingBudget: 420
# currentBudget: 105
# nbConfigurations: 17
# 2024-05-09 05:00:17 UTC: Update model
# Model:
$value_f
$value_f$`8`
[1] 0.2 0.2 0.2 0.4

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

$value_f$`3`
[1] 0.4 0.2 0.2 0.2

$value_f$`5`
[1] 0.2 0.4 0.2 0.2


$value_cr
$value_cr$`8`
[1] 0.4 0.2 0.2 0.2

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

$value_cr$`3`
[1] 0.2 0.4 0.2 0.2

$value_cr$`5`
[1] 0.2 0.4 0.2 0.2


$value_ms
$value_ms$`8`
[1] 0.2 0.4 0.2 0.2

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

$value_ms$`3`
[1] 0.2 0.4 0.2 0.2

$value_ms$`5`
[1] 0.2 0.4 0.2 0.2


$NP_start
$NP_start$`8`
 [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

$NP_start$`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] 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$NP_start$`3`
 [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

$NP_start$`5`
 [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] 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444


$NP_reduce
$NP_reduce$`8`
[1] 0.3333333 0.1333333 0.1333333 0.1333333 0.1333333 0.1333333

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

$NP_reduce$`3`
[1] 0.1333333 0.1333333 0.1333333 0.3333333 0.1333333 0.1333333

$NP_reduce$`5`
[1] 0.1333333 0.1333333 0.1333333 0.1333333 0.1333333 0.3333333


$param_ms_LP
$param_ms_LP$`8`
 [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

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

$param_ms_LP$`3`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.24444444 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`5`
 [1] 0.24444444 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 0.04444444


$param_ms_k
$param_ms_k$`8`
[1] 0.3624871 0.3864000

$param_ms_k$`16`
[1] 0.3624871 0.3110000

$param_ms_k$`3`
[1] 0.3624871 0.5456000

$param_ms_k$`5`
[1] 0.3624871 0.2318000


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

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

$param_archive$`3`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.28888889 0.08888889 0.08888889
[8] 0.08888889 0.08888889

$param_archive$`5`
[1] 0.08888889 0.08888889 0.28888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.08888889 0.08888889


# 2024-05-09 05:00:17 UTC: Sample 13 configurations from model
# 2024-05-09 05:00:17 UTC: Computing similarity of configurations . DONE
# 2024-05-09 05:00:17 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
3     3     jDE     SaDE     SaDE      180        30            20         160
5     5    SaDE     SaDE     SaDE      200        50            10          30
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
   param_ms_k .PARENT.
8      0.3864       NA
16     0.3110       NA
3      0.5456       NA
5      0.2318       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
# 2024-05-09 05:00:17 UTC: 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', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '100'), ('param_ms_k', 0.1248), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '220'), ('param_ms_k', 0.1352), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.1116), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.5342), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.1621), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.4393), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1307), ('param_archive', '5')])
RUN INSTANCE  5
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OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2391), ('param_archive', '25')])
RUN INSTANCE  3
RUN INSTANCE  2
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|x|          6|         17|          8|    -3049.619441|         17|00:43:43|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '100'), ('param_ms_k', 0.1248), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '220'), ('param_ms_k', 0.1352), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.1116), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.5342), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.1621), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.4393), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1307), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2391), ('param_archive', '25')])
RUN INSTANCE  4
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|x|          5|         17|          3|    -3049.652553|         30|00:34:41|+0.91|0.96|0.0000|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '100'), ('param_ms_k', 0.1248), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '220'), ('param_ms_k', 0.1352), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.1116), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.5342), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.1621), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.4393), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1307), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2391), ('param_archive', '25')])
RUN INSTANCE  5
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RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  2
|x|          4|         17|          3|    -3049.665014|         43|00:33:27|+0.95|0.97|0.0020|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '100'), ('param_ms_k', 0.1248), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '220'), ('param_ms_k', 0.1352), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.1116), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.5342), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.1621), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.4393), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2391), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1307), ('param_archive', '5')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  6
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  2
|x|          2|         17|          8|    -3049.656422|         56|00:33:31|+0.95|0.96|0.0015|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '100'), ('param_ms_k', 0.1248), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '220'), ('param_ms_k', 0.1352), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.1116), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.5342), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.1621), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_ms_LP', '220'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.4393), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '20'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2391), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1307), ('param_archive', '5')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  6
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  2
|-|          3|          4|          8|    -3049.652634|         69|00:32:49|-0.04|0.17|0.8697|
|.|          1|          4|          8|    -3049.658851|         69|00:00:00|+0.03|0.19|0.8156|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (4) <= minimum number of configurations (5)
Best-so-far configuration:           8    mean value:     -3049.658851
Description of the best-so-far configuration:
  .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
8    8   SHADE      jDE     SaDE      260         0             0         260
  param_ms_k .PARENT.
8     0.3864       NA

# 2024-05-09 07:58:32 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.5 Mb
# 2024-05-09 07:58:32 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
3     3     jDE     SaDE     SaDE      180        30            20         160
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
5     5    SaDE     SaDE     SaDE      200        50            10          30
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
   param_ms_k .PARENT. .ALIVE. .RANK.
8      0.3864       NA    TRUE     10
3      0.5456       NA    TRUE     16
16     0.3110       NA    TRUE     17
5      0.2318       NA    TRUE     17
17     0.1248        5   FALSE    Inf
18     0.1352        8   FALSE    Inf
19     0.1116       16   FALSE    Inf
20     0.5342        8   FALSE    Inf
21         NA       16   FALSE    Inf
22     0.1621        8   FALSE    Inf
23         NA       16   FALSE    Inf
24     0.4393        5   FALSE    Inf
25         NA        5   FALSE    Inf
26         NA        8   FALSE    Inf
27         NA        3   FALSE    Inf
28     0.1307       16   FALSE    Inf
29     0.2391        8   FALSE    Inf
# 2024-05-09 07:58:32 UTC: Extracting elites
# 2024-05-09 07:58:32 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
3     3     jDE     SaDE     SaDE      180        30            20         160
5     5    SaDE     SaDE     SaDE      200        50            10          30
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
   param_ms_k .PARENT. .ALIVE. .RANK. .WEIGHT.
8      0.3864       NA    TRUE     10      0.4
3      0.5456       NA    TRUE     16      0.3
5      0.2318       NA    TRUE     17      0.2
16     0.3110       NA    TRUE     17      0.1
# 2024-05-09 07:58:32 UTC: End of iteration 2
# 2024-05-09 07:58:32 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
# 2024-05-09 07:58:32 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              65.2 Kb
                         Total :               0.1 Mb
                            gc :              39.5 Mb
# 2024-05-09 07:58:32 UTC: Iteration 3 of 5
# experimentsUsedSoFar: 149
# remainingBudget: 351
# currentBudget: 117
# nbConfigurations: 17
# 2024-05-09 07:58:32 UTC: Update model
# Model:
$value_f
$value_f$`8`
[1] 0.12 0.12 0.12 0.64

$value_f$`3`
[1] 0.64 0.12 0.12 0.12

$value_f$`5`
[1] 0.12 0.64 0.12 0.12

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


$value_cr
$value_cr$`8`
[1] 0.64 0.12 0.12 0.12

$value_cr$`3`
[1] 0.12 0.64 0.12 0.12

$value_cr$`5`
[1] 0.12 0.64 0.12 0.12

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


$value_ms
$value_ms$`8`
[1] 0.12 0.64 0.12 0.12

$value_ms$`3`
[1] 0.12 0.64 0.12 0.12

$value_ms$`5`
[1] 0.12 0.64 0.12 0.12

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


$NP_start
$NP_start$`8`
 [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

$NP_start$`3`
 [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

$NP_start$`5`
 [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] 0.54666667 0.02666667 0.02666667 0.02666667 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] 0.54666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667


$NP_reduce
$NP_reduce$`8`
[1] 0.60 0.08 0.08 0.08 0.08 0.08

$NP_reduce$`3`
[1] 0.08 0.08 0.08 0.60 0.08 0.08

$NP_reduce$`5`
[1] 0.08 0.08 0.08 0.08 0.08 0.60

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


$param_ms_LP
$param_ms_LP$`8`
 [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

$param_ms_LP$`3`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667

$param_ms_LP$`5`
 [1] 0.54666667 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 0.02666667 0.02666667 0.02666667

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


$param_ms_k
$param_ms_k$`8`
[1] 0.2630569 0.3864000

$param_ms_k$`3`
[1] 0.2630569 0.5456000

$param_ms_k$`5`
[1] 0.2630569 0.2318000

$param_ms_k$`16`
[1] 0.2630569 0.3110000


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

$param_archive$`3`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.57333333 0.05333333 0.05333333
[8] 0.05333333 0.05333333

$param_archive$`5`
[1] 0.05333333 0.05333333 0.57333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.05333333 0.05333333

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


# 2024-05-09 07:58:32 UTC: Sample 13 configurations from model
# 2024-05-09 07:58:32 UTC: Computing similarity of configurations ... DONE
# 2024-05-09 07:58:32 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
3     3     jDE     SaDE     SaDE      180        30            20         160
5     5    SaDE     SaDE     SaDE      200        50            10          30
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
41   41     jDE     SaDE     SaDE      180        30            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
   param_ms_k .PARENT.
8      0.3864       NA
3      0.5456       NA
5      0.2318       NA
16     0.3110       NA
30     0.5112        5
31     0.0379        5
32     0.5655        3
33         NA        8
34         NA        5
35     0.3959        5
36     0.4553        3
37         NA        8
38         NA        3
39     0.1630        8
40     0.5755        3
41     0.0598        3
42         NA        3
# 2024-05-09 07:58:32 UTC: 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', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.5112), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.0379), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.5655), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.4553), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.3959), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.5755), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
RUN INSTANCE  4
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OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_archive', '20')])
RUN INSTANCE  5
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|x|          7|         17|          8|    -3049.689936|         17|00:56:46|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.5112), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.0379), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.5655), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.3959), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.4553), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.5755), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.163), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_archive', '20')])
RUN INSTANCE  6
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|x|          3|         17|          8|    -3049.663707|         30|00:45:44|+0.96|0.98|0.5379|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.5112), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.0379), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.5655), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.3959), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.4553), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.5755), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.163), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
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|x|          1|         17|          8|    -3049.672450|         43|00:45:58|+0.96|0.97|0.3723|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.5112), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.0379), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.5655), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.3959), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.4553), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.5755), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.163), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_archive', '20')])
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|x|          6|         17|          8|    -3049.659198|         56|00:47:09|+0.88|0.91|0.3701|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.5112), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.0379), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.5655), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '260'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.3959), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '0'), ('param_ms_LP', '50'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.4553), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '100'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.5755), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.163), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '300'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  6
|-|          5|          5|          8|    -3049.652634|         69|00:46:12|+0.07|0.26|0.8502|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (5) <= minimum number of configurations (5)
Best-so-far configuration:           8    mean value:     -3049.663291
Description of the best-so-far configuration:
  .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
8    8   SHADE      jDE     SaDE      260         0             0         260
  param_ms_k .PARENT.
8     0.3864       NA

# 2024-05-09 12:00:23 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 12:00:24 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
5     5    SaDE     SaDE     SaDE      200        50            10          30
3     3     jDE     SaDE     SaDE      180        30            20         160
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
41   41     jDE     SaDE     SaDE      180        30            20         160
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
   param_ms_k .PARENT. .ALIVE. .RANK.
8      0.3864       NA    TRUE     11
5      0.2318       NA    TRUE     19
3      0.5456       NA    TRUE     20
16     0.3110       NA    TRUE     20
41     0.0598        3    TRUE     21
30     0.5112        5   FALSE    Inf
31     0.0379        5   FALSE    Inf
32     0.5655        3   FALSE    Inf
33         NA        8   FALSE    Inf
34         NA        5   FALSE    Inf
35     0.3959        5   FALSE    Inf
36     0.4553        3   FALSE    Inf
37         NA        8   FALSE    Inf
38         NA        3   FALSE    Inf
39     0.1630        8   FALSE    Inf
40     0.5755        3   FALSE    Inf
42         NA        3   FALSE    Inf
# 2024-05-09 12:00:24 UTC: Extracting elites
# 2024-05-09 12:00:24 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
5     5    SaDE     SaDE     SaDE      200        50            10          30
3     3     jDE     SaDE     SaDE      180        30            20         160
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
41   41     jDE     SaDE     SaDE      180        30            20         160
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
8      0.3864       NA    TRUE     11 0.3333333333333333
5      0.2318       NA    TRUE     19 0.2666666666666667
3      0.5456       NA    TRUE     20 0.2000000000000000
16     0.3110       NA    TRUE     20 0.1333333333333333
41     0.0598        3    TRUE     21 0.0666666666666667
# 2024-05-09 12:00:24 UTC: End of iteration 3
# 2024-05-09 12:00:24 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
41   41     jDE     SaDE     SaDE      180        30            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
30     0.5112        5
31     0.0379        5
32     0.5655        3
33         NA        8
34         NA        5
35     0.3959        5
36     0.4553        3
37         NA        8
38         NA        3
39     0.1630        8
40     0.5755        3
41     0.0598        3
42         NA        3
# 2024-05-09 12:00:24 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              72.2 Kb
                         Total :               0.1 Mb
                            gc :              39.5 Mb
# 2024-05-09 12:00:24 UTC: Iteration 4 of 5
# experimentsUsedSoFar: 218
# remainingBudget: 282
# currentBudget: 141
# nbConfigurations: 19
# 2024-05-09 12:00:24 UTC: Update model
# Model:
$value_f
$value_f$`8`
[1] 0.04990822 0.04990822 0.04990822 0.85027534

$value_f$`5`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_f$`3`
[1] 0.85027534 0.04990822 0.04990822 0.04990822

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

$value_f$`41`
[1] 0.85027534 0.04990822 0.04990822 0.04990822


$value_cr
$value_cr$`8`
[1] 0.85027534 0.04990822 0.04990822 0.04990822

$value_cr$`5`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_cr$`3`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

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

$value_cr$`41`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$value_ms
$value_ms$`8`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`5`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

$value_ms$`3`
[1] 0.04990822 0.85027534 0.04990822 0.04990822

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

$value_ms$`41`
[1] 0.04990822 0.85027534 0.04990822 0.04990822


$NP_start
$NP_start$`8`
 [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

$NP_start$`5`
 [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] 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629

$NP_start$`3`
 [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

$NP_start$`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] 0.81850310 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629

$NP_start$`41`
 [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


$NP_reduce
$NP_reduce$`8`
[1] 0.83636157 0.03272769 0.03272769 0.03272769 0.03272769 0.03272769

$NP_reduce$`5`
[1] 0.03272769 0.03272769 0.03272769 0.03272769 0.03272769 0.83636157

$NP_reduce$`3`
[1] 0.03272769 0.03272769 0.03272769 0.83636157 0.03272769 0.03272769

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

$NP_reduce$`41`
[1] 0.03272769 0.03272769 0.03272769 0.83636157 0.03272769 0.03272769


$param_ms_LP
$param_ms_LP$`8`
 [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

$param_ms_LP$`5`
 [1] 0.81850310 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 0.01067629 0.01067629 0.01067629

$param_ms_LP$`3`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.81850310 0.01067629
[13] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629

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

$param_ms_LP$`41`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.81850310 0.01067629
[13] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629


$param_ms_k
$param_ms_k$`8`
[1] 0.1891401 0.3864000

$param_ms_k$`5`
[1] 0.1891401 0.2318000

$param_ms_k$`3`
[1] 0.1891401 0.5456000

$param_ms_k$`16`
[1] 0.1891401 0.3110000

$param_ms_k$`41`
[1] 0.1891401 0.0598000


$param_archive
$param_archive$`8`
[1] 0.827336 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583
[9] 0.021583

$param_archive$`5`
[1] 0.021583 0.021583 0.827336 0.021583 0.021583 0.021583 0.021583 0.021583
[9] 0.021583

$param_archive$`3`
[1] 0.021583 0.021583 0.021583 0.021583 0.827336 0.021583 0.021583 0.021583
[9] 0.021583

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

$param_archive$`41`
[1] 0.021583 0.021583 0.021583 0.021583 0.827336 0.021583 0.021583 0.021583
[9] 0.021583


# 2024-05-09 12:00:24 UTC: Sample 14 configurations from model
# 2024-05-09 12:00:24 UTC: Computing similarity of configurations ....... DONE
# 2024-05-09 12:00:24 UTC: 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
8     8   SHADE      jDE     SaDE      260         0             0         260
5     5    SaDE     SaDE     SaDE      200        50            10          30
3     3     jDE     SaDE     SaDE      180        30            20         160
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
41   41     jDE     SaDE     SaDE      180        30            20         160
43   43    SaDE     SaDE     SaDE       80        50            15         200
44   44   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
47   47     jDE     SaDE     SaDE      300        30            20         100
48   48    SaDE     SaDE     SaDE      200        50             5          50
49   49    SaDE     SaDE     SaDE      200        50            10          30
50   50   SHADE    SHADE     SaDE      260         0             0         260
51   51   EPSDE     SaDE    EPSDE      200        20             5          50
52   52     jDE      jDE    EPSDE      180        10            20         160
53   53    SaDE    EPSDE     SaDE      260         0             0         260
54   54    SaDE     SaDE     SaDE      200        50            10          30
55   55     jDE     SaDE     SaDE      180        30            20         160
56   56   SHADE      jDE     SaDE      140         0             0         220
   param_ms_k .PARENT.
8      0.3864       NA
5      0.2318       NA
3      0.5456       NA
16     0.3110       NA
41     0.0598        3
43     0.1508        5
44     0.2355        8
45     0.6524        8
46     0.0589        5
47     0.5430        3
48     0.3220        5
49     0.2189        5
50     0.4231        8
51     0.7552       16
52     0.4473        3
53     0.1920        8
54     0.2620        5
55     0.4923        3
56     0.3827        8
# 2024-05-09 12:00:24 UTC: 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', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2318), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.5456), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.311), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_ms_k', 0.1508), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2355), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2189), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.543), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.322), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.4473), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4231), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.192), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.7552), ('param_archive', '5')])
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  3
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RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  2
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RUN INSTANCE  3
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RUN INSTANCE  3
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RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
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RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.262), ('param_archive', '10')])
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.4923), ('param_archive', '20')])
RUN INSTANCE  1
RUN INSTANCE  5
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.3827), ('param_archive', '0')])
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
|x|          8|         19|         45|    -3049.689936|         19|00:42:36|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_ms_k', 0.1508), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2355), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.543), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.322), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2189), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4231), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.7552), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.192), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.4473), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.262), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.4923), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.3827), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
|x|          6|         19|         45|    -3049.689936|         33|00:34:29|+0.58|0.79|0.4173|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_ms_k', 0.1508), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2355), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.322), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.543), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2189), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4231), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.7552), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.4473), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.192), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.4923), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.262), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.3827), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  1
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RUN INSTANCE  1
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RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
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RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  2
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RUN INSTANCE  5
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RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
|x|          5|         19|         45|    -3049.689936|         47|00:34:32|+0.58|0.72|0.3352|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_ms_k', 0.1508), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2355), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.543), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.322), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2189), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4231), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.192), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.7552), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.4473), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.262), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.4923), ('param_archive', '20')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.3827), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
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RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  1
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RUN INSTANCE  3
RUN INSTANCE  4
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RUN INSTANCE  3
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RUN INSTANCE  3
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RUN INSTANCE  3
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RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
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RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
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RUN INSTANCE  2
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|x|          2|         19|         45|    -3049.689936|         62|00:35:56|+0.65|0.74|0.2686|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.0598), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '80'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_ms_k', 0.1508), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.2355), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '100'), ('param_ms_k', 0.543), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_ms_k', 0.322), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.2189), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4231), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.7552), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.4923), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.4473), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.192), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '30'), ('param_ms_k', 0.262), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '140'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.3827), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
|-|          4|          7|         45|    -3049.689936|         77|00:36:17|+0.29|0.43|0.7477|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
|!|          3|          7|         45|    -3049.689936|         79|00:12:52|+0.29|0.40|0.7421|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  5
|!|          1|          7|         45|    -3049.689936|         81|00:13:21|+0.31|0.41|0.6794|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
|-|          7|          3|         45|    -3049.689936|         83|00:13:00|+0.02|0.14|0.7051|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (3) <= minimum number of configurations (5)
Best-so-far configuration:          45    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
45   45   SHADE      jDE     SaDE      280         0             0         260
   param_ms_k .PARENT.
45     0.6524        8

# 2024-05-09 15:43:29 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 15:43:29 UTC: 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
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
8     8   SHADE      jDE     SaDE      260         0             0         260
5     5    SaDE     SaDE     SaDE      200        50            10          30
3     3     jDE     SaDE     SaDE      180        30            20         160
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
41   41     jDE     SaDE     SaDE      180        30            20         160
43   43    SaDE     SaDE     SaDE       80        50            15         200
44   44   SHADE      jDE     SaDE      260         0             0         260
47   47     jDE     SaDE     SaDE      300        30            20         100
48   48    SaDE     SaDE     SaDE      200        50             5          50
49   49    SaDE     SaDE     SaDE      200        50            10          30
50   50   SHADE    SHADE     SaDE      260         0             0         260
51   51   EPSDE     SaDE    EPSDE      200        20             5          50
52   52     jDE      jDE    EPSDE      180        10            20         160
53   53    SaDE    EPSDE     SaDE      260         0             0         260
54   54    SaDE     SaDE     SaDE      200        50            10          30
55   55     jDE     SaDE     SaDE      180        30            20         160
56   56   SHADE      jDE     SaDE      140         0             0         220
   param_ms_k .PARENT. .ALIVE. .RANK.
45     0.6524        8    TRUE     13
46     0.0589        5    TRUE     16
8      0.3864       NA    TRUE     19
5      0.2318       NA   FALSE    Inf
3      0.5456       NA   FALSE    Inf
16     0.3110       NA   FALSE    Inf
41     0.0598        3   FALSE    Inf
43     0.1508        5   FALSE    Inf
44     0.2355        8   FALSE    Inf
47     0.5430        3   FALSE    Inf
48     0.3220        5   FALSE    Inf
49     0.2189        5   FALSE    Inf
50     0.4231        8   FALSE    Inf
51     0.7552       16   FALSE    Inf
52     0.4473        3   FALSE    Inf
53     0.1920        8   FALSE    Inf
54     0.2620        5   FALSE    Inf
55     0.4923        3   FALSE    Inf
56     0.3827        8   FALSE    Inf
# 2024-05-09 15:43:29 UTC: Extracting elites
# 2024-05-09 15:43:29 UTC: 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
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
8     8   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT. .ALIVE. .RANK.          .WEIGHT.
45     0.6524        8    TRUE     13 0.500000000000000
46     0.0589        5    TRUE     16 0.333333333333333
8      0.3864       NA    TRUE     19 0.166666666666667
# 2024-05-09 15:43:29 UTC: End of iteration 4
# 2024-05-09 15:43:29 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
41   41     jDE     SaDE     SaDE      180        30            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
43   43    SaDE     SaDE     SaDE       80        50            15         200
44   44   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
47   47     jDE     SaDE     SaDE      300        30            20         100
48   48    SaDE     SaDE     SaDE      200        50             5          50
49   49    SaDE     SaDE     SaDE      200        50            10          30
50   50   SHADE    SHADE     SaDE      260         0             0         260
51   51   EPSDE     SaDE    EPSDE      200        20             5          50
52   52     jDE      jDE    EPSDE      180        10            20         160
53   53    SaDE    EPSDE     SaDE      260         0             0         260
54   54    SaDE     SaDE     SaDE      200        50            10          30
55   55     jDE     SaDE     SaDE      180        30            20         160
56   56   SHADE      jDE     SaDE      140         0             0         220
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
30     0.5112        5
31     0.0379        5
32     0.5655        3
33         NA        8
34         NA        5
35     0.3959        5
36     0.4553        3
37         NA        8
38         NA        3
39     0.1630        8
40     0.5755        3
41     0.0598        3
42         NA        3
43     0.1508        5
44     0.2355        8
45     0.6524        8
46     0.0589        5
47     0.5430        3
48     0.3220        5
49     0.2189        5
50     0.4231        8
51     0.7552       16
52     0.4473        3
53     0.1920        8
54     0.2620        5
55     0.4923        3
56     0.3827        8
# 2024-05-09 15:43:29 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              79.9 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-09 15:43:29 UTC: Iteration 5 of 5
# experimentsUsedSoFar: 301
# remainingBudget: 199
# currentBudget: 199
# nbConfigurations: 22
# 2024-05-09 15:43:29 UTC: Update model
# Model:
$value_f
$value_f$`45`
[1] 0.01177483 0.01177483 0.01177483 0.96467552

$value_f$`46`
[1] 0.809981644 0.170055069 0.009981644 0.009981644

$value_f$`8`
[1] 0.01177483 0.01177483 0.01177483 0.96467552


$value_cr
$value_cr$`45`
[1] 0.96467552 0.01177483 0.01177483 0.01177483

$value_cr$`46`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_cr$`8`
[1] 0.96467552 0.01177483 0.01177483 0.01177483


$value_ms
$value_ms$`45`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`46`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`8`
[1] 0.01177483 0.96467552 0.01177483 0.01177483


$NP_start
$NP_start$`45`
 [1] 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258
 [7] 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258
[13] 0.002135258 0.002135258 0.002135258 0.163700619 0.802135258 0.002135258

$NP_start$`46`
 [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] 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`8`
 [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_reduce
$NP_reduce$`45`
[1] 0.961519164 0.007696167 0.007696167 0.007696167 0.007696167 0.007696167

$NP_reduce$`46`
[1] 0.007696167 0.007696167 0.007696167 0.007696167 0.007696167 0.961519164

$NP_reduce$`8`
[1] 0.961519164 0.007696167 0.007696167 0.007696167 0.007696167 0.007696167


$param_ms_LP
$param_ms_LP$`45`
 [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

$param_ms_LP$`46`
 [1] 0.163700619 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258
 [7] 0.002135258 0.002135258 0.002135258 0.002135258 0.802135258 0.002135258
[13] 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258 0.002135258

$param_ms_LP$`8`
 [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


$param_ms_k
$param_ms_k$`45`
[1] 0.1308999 0.6524000

$param_ms_k$`46`
[1] 0.1308999 0.0589000

$param_ms_k$`8`
[1] 0.1308999 0.3864000


$param_archive
$param_archive$`45`
[1] 0.95948272 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.00506466 0.00506466

$param_archive$`46`
[1] 0.00506466 0.00506466 0.95948272 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.00506466 0.00506466

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


# 2024-05-09 15:43:29 UTC: Sample 19 configurations from model
# 2024-05-09 15:43:29 UTC: Computing similarity of configurations ............... DONE
# 2024-05-09 15:43:29 UTC: 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
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
8     8   SHADE      jDE     SaDE      260         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
58   58   SHADE      jDE     SaDE      280         0             0         260
59   59   SHADE      jDE     SaDE      260         0             0         260
60   60   SHADE      jDE     SaDE      260         0             0          30
61   61   SHADE      jDE     SaDE      280         0             0         260
62   62   SHADE      jDE     SaDE      280         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
64   64     jDE     SaDE     SaDE      200        50            10         160
65   65   SHADE      jDE     SaDE      260         0             0         260
66   66   SHADE      jDE     SaDE      260         0             0         260
67   67   SHADE      jDE     SaDE      280         0             0         260
68   68   SHADE      jDE     SaDE      260         0             0         260
69   69   SHADE      jDE     SaDE      260         0             0         260
70   70   SHADE      jDE     SaDE      280         0             0         260
71   71   SHADE      jDE     SaDE      280         0             0         260
72   72   SHADE      jDE     SaDE      280         0            15         260
73   73     jDE     SaDE     SaDE      200        50            10         160
74   74   SHADE      jDE    SHADE      280         0             0         260
75   75   SHADE    SHADE     SaDE      280         0             0         260
   param_ms_k .PARENT.
45     0.6524        8
46     0.0589        5
8      0.3864       NA
57     0.6468       45
58     0.7665       45
59     0.4322       45
60     0.2927        8
61     0.7838       45
62     0.5998       45
63     0.6461       45
64     0.0689       46
65     0.5269        8
66     0.4284        8
67     0.6459       45
68     0.3871        8
69     0.3043        8
70     0.6311       45
71     0.7832       45
72     0.7812       45
73     0.0903       46
74         NA       45
75     0.4639       45
# 2024-05-09 15:43:29 UTC: 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', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7665), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.2927), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7838), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0689), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4284), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5269), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6459), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3043), ('param_archive', '0')])
RUN INSTANCE  6
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RUN INSTANCE  1
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OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6311), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7832), ('param_archive', '0')])
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7812), ('param_archive', '15')])
RUN INSTANCE  2
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0903), ('param_archive', '10')])
RUN INSTANCE  2
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4639), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
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RUN INSTANCE  1
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|x|          9|         22|         59|    -3049.689936|         22|01:12:50|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7665), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.2927), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7838), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0689), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4284), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5269), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6459), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3043), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7832), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6311), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7812), ('param_archive', '15')])
RUN INSTANCE  2
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OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0903), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4639), ('param_archive', '0')])
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  5
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RUN INSTANCE  6
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RUN INSTANCE  1
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|x|          4|         22|         63|    -3049.689936|         41|01:05:27|+0.37|0.68|0.0024|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7665), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.2927), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7838), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5269), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0689), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6459), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4284), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3043), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7832), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6311), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7812), ('param_archive', '15')])
RUN INSTANCE  3
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OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0903), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_archive', '0')])
RUN INSTANCE  2
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4639), ('param_archive', '0')])
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
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RUN INSTANCE  6
RUN INSTANCE  6
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RUN INSTANCE  4
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RUN INSTANCE  6
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|x|          1|         22|         59|    -3049.689936|         60|01:05:20|+0.39|0.59|0.0020|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7665), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.2927), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7838), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0689), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4284), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5269), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6459), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3043), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6311), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7832), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7812), ('param_archive', '15')])
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  4
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
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RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0903), ('param_archive', '10')])
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4639), ('param_archive', '0')])
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  5
|x|          3|         22|         59|    -3049.689936|         79|01:05:37|+0.44|0.58|0.0022|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7665), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7838), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.2927), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0689), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5269), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6459), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4284), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3043), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7832), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6311), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.7812), ('param_archive', '15')])
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  5
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  2
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OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0903), ('param_archive', '10')])
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  2
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4639), ('param_archive', '0')])
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  6
RUN INSTANCE  4
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  3
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  1
RUN INSTANCE  5
RUN INSTANCE  3
|-|          6|          8|         59|    -3049.689936|         98|01:05:33|-0.01|0.19|0.9623|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  5
RUN INSTANCE  6
RUN INSTANCE  2
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          7|          8|         59|    -3049.689936|        103|00:18:29|+0.05|0.21|0.9147|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          5|          8|         59|    -3049.689936|        108|00:15:20|+0.08|0.21|0.8637|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          8|          8|         59|    -3049.689936|        113|00:16:03|+0.10|0.21|0.7972|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          2|          8|         59|    -3049.682896|        118|00:17:25|+0.02|0.13|0.8741|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '50'), ('param_ms_LP', '160'), ('param_ms_k', 0.0589), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3864), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5998), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  6
|=|         10|          8|         59|    -3049.683600|        126|00:22:44|+0.06|0.15|0.8681|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:          59    mean value:     -3049.683600
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
59   59   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT.
59     0.4322       45

# 2024-05-09 22:48:21 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-09 22:48:22 UTC: 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
59   59   SHADE      jDE     SaDE      260         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
68   68   SHADE      jDE     SaDE      260         0             0         260
62   62   SHADE      jDE     SaDE      280         0             0         260
8     8   SHADE      jDE     SaDE      260         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
58   58   SHADE      jDE     SaDE      280         0             0         260
60   60   SHADE      jDE     SaDE      260         0             0          30
61   61   SHADE      jDE     SaDE      280         0             0         260
64   64     jDE     SaDE     SaDE      200        50            10         160
65   65   SHADE      jDE     SaDE      260         0             0         260
66   66   SHADE      jDE     SaDE      260         0             0         260
67   67   SHADE      jDE     SaDE      280         0             0         260
69   69   SHADE      jDE     SaDE      260         0             0         260
70   70   SHADE      jDE     SaDE      280         0             0         260
71   71   SHADE      jDE     SaDE      280         0             0         260
72   72   SHADE      jDE     SaDE      280         0            15         260
73   73     jDE     SaDE     SaDE      200        50            10         160
74   74   SHADE      jDE    SHADE      280         0             0         260
75   75   SHADE    SHADE     SaDE      280         0             0         260
   param_ms_k .PARENT. .ALIVE. .RANK.
59     0.4322       45    TRUE     32
63     0.6461       45    TRUE     36
45     0.6524        8    TRUE     39
57     0.6468       45    TRUE     42
68     0.3871        8    TRUE     45
62     0.5998       45    TRUE     52
8      0.3864       NA    TRUE     55
46     0.0589        5    TRUE     59
58     0.7665       45   FALSE    Inf
60     0.2927        8   FALSE    Inf
61     0.7838       45   FALSE    Inf
64     0.0689       46   FALSE    Inf
65     0.5269        8   FALSE    Inf
66     0.4284        8   FALSE    Inf
67     0.6459       45   FALSE    Inf
69     0.3043        8   FALSE    Inf
70     0.6311       45   FALSE    Inf
71     0.7832       45   FALSE    Inf
72     0.7812       45   FALSE    Inf
73     0.0903       46   FALSE    Inf
74         NA       45   FALSE    Inf
75     0.4639       45   FALSE    Inf
# 2024-05-09 22:48:22 UTC: Extracting elites
# 2024-05-09 22:48:22 UTC: 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
59   59   SHADE      jDE     SaDE      260         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
68   68   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
59     0.4322       45    TRUE     32 0.3333333333333333
63     0.6461       45    TRUE     36 0.2666666666666667
45     0.6524        8    TRUE     39 0.2000000000000000
57     0.6468       45    TRUE     42 0.1333333333333333
68     0.3871        8    TRUE     45 0.0666666666666667
# 2024-05-09 22:48:22 UTC: End of iteration 5
# 2024-05-09 22:48:22 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
41   41     jDE     SaDE     SaDE      180        30            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
43   43    SaDE     SaDE     SaDE       80        50            15         200
44   44   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
47   47     jDE     SaDE     SaDE      300        30            20         100
48   48    SaDE     SaDE     SaDE      200        50             5          50
49   49    SaDE     SaDE     SaDE      200        50            10          30
50   50   SHADE    SHADE     SaDE      260         0             0         260
51   51   EPSDE     SaDE    EPSDE      200        20             5          50
52   52     jDE      jDE    EPSDE      180        10            20         160
53   53    SaDE    EPSDE     SaDE      260         0             0         260
54   54    SaDE     SaDE     SaDE      200        50            10          30
55   55     jDE     SaDE     SaDE      180        30            20         160
56   56   SHADE      jDE     SaDE      140         0             0         220
57   57   SHADE      jDE     SaDE      280         0             0          40
58   58   SHADE      jDE     SaDE      280         0             0         260
59   59   SHADE      jDE     SaDE      260         0             0         260
60   60   SHADE      jDE     SaDE      260         0             0          30
61   61   SHADE      jDE     SaDE      280         0             0         260
62   62   SHADE      jDE     SaDE      280         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
64   64     jDE     SaDE     SaDE      200        50            10         160
65   65   SHADE      jDE     SaDE      260         0             0         260
66   66   SHADE      jDE     SaDE      260         0             0         260
67   67   SHADE      jDE     SaDE      280         0             0         260
68   68   SHADE      jDE     SaDE      260         0             0         260
69   69   SHADE      jDE     SaDE      260         0             0         260
70   70   SHADE      jDE     SaDE      280         0             0         260
71   71   SHADE      jDE     SaDE      280         0             0         260
72   72   SHADE      jDE     SaDE      280         0            15         260
73   73     jDE     SaDE     SaDE      200        50            10         160
74   74   SHADE      jDE    SHADE      280         0             0         260
75   75   SHADE    SHADE     SaDE      280         0             0         260
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
30     0.5112        5
31     0.0379        5
32     0.5655        3
33         NA        8
34         NA        5
35     0.3959        5
36     0.4553        3
37         NA        8
38         NA        3
39     0.1630        8
40     0.5755        3
41     0.0598        3
42         NA        3
43     0.1508        5
44     0.2355        8
45     0.6524        8
46     0.0589        5
47     0.5430        3
48     0.3220        5
49     0.2189        5
50     0.4231        8
51     0.7552       16
52     0.4473        3
53     0.1920        8
54     0.2620        5
55     0.4923        3
56     0.3827        8
57     0.6468       45
58     0.7665       45
59     0.4322       45
60     0.2927        8
61     0.7838       45
62     0.5998       45
63     0.6461       45
64     0.0689       46
65     0.5269        8
66     0.4284        8
67     0.6459       45
68     0.3871        8
69     0.3043        8
70     0.6311       45
71     0.7832       45
72     0.7812       45
73     0.0903       46
74         NA       45
75     0.4639       45
# 2024-05-09 22:48:22 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              91.5 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-09 22:48:22 UTC: Iteration 6 of 6
# experimentsUsedSoFar: 427
# remainingBudget: 73
# currentBudget: 73
# nbConfigurations: 11
# 2024-05-09 22:48:22 UTC: Update model
# Model:
$value_f
$value_f$`59`
[1] 0.002382644 0.002382644 0.002382644 0.992852069

$value_f$`63`
[1] 0.002382644 0.002382644 0.002382644 0.992852069

$value_f$`45`
[1] 0.002382644 0.002382644 0.002382644 0.992852069

$value_f$`57`
[1] 0.002382644 0.002382644 0.002382644 0.992852069

$value_f$`68`
[1] 0.002382644 0.002382644 0.002382644 0.992852069


$value_cr
$value_cr$`59`
[1] 0.992852069 0.002382644 0.002382644 0.002382644

$value_cr$`63`
[1] 0.992852069 0.002382644 0.002382644 0.002382644

$value_cr$`45`
[1] 0.992852069 0.002382644 0.002382644 0.002382644

$value_cr$`57`
[1] 0.992852069 0.002382644 0.002382644 0.002382644

$value_cr$`68`
[1] 0.992852069 0.002382644 0.002382644 0.002382644


$value_ms
$value_ms$`59`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`63`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`45`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`57`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`68`
[1] 0.002382644 0.992852069 0.002382644 0.002382644


$NP_start
$NP_start$`59`
 [1] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
 [6] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
[11] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
[16] 0.8543766132 0.1396744462 0.0003718088

$NP_start$`63`
 [1] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
 [6] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
[11] 0.0003718088 0.0003718088 0.0003718088 0.0003718088 0.0003718088
[16] 0.8543766132 0.1396744462 0.0003718088

$NP_start$`45`
 [1] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
 [6] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
[11] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
[16] 0.0320701317 0.9612368703 0.0004183124

$NP_start$`57`
 [1] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
 [6] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
[11] 0.0004183124 0.0004183124 0.0004183124 0.0004183124 0.0004183124
[16] 0.0320701317 0.9612368703 0.0004183124

$NP_start$`68`
 [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
$NP_reduce$`59`
[1] 0.99221835 0.00155633 0.00155633 0.00155633 0.00155633 0.00155633

$NP_reduce$`63`
[1] 0.99221835 0.00155633 0.00155633 0.00155633 0.00155633 0.00155633

$NP_reduce$`45`
[1] 0.99221835 0.00155633 0.00155633 0.00155633 0.00155633 0.00155633

$NP_reduce$`57`
[1] 0.99221835 0.00155633 0.00155633 0.00155633 0.00155633 0.00155633

$NP_reduce$`68`
[1] 0.99221835 0.00155633 0.00155633 0.00155633 0.00155633 0.00155633


$param_ms_LP
$param_ms_LP$`59`
 [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

$param_ms_LP$`63`
 [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

$param_ms_LP$`45`
 [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

$param_ms_LP$`57`
 [1] 0.0004234541 0.8310494137 0.0004234541 0.0004234541 0.0004234541
 [6] 0.0004234541 0.0004234541 0.0004234541 0.0004234541 0.0004234541
[11] 0.0004234541 0.0004234541 0.0004234541 0.0004234541 0.0004234541
[16] 0.1621753211 0.0004234541 0.0004234541

$param_ms_LP$`68`
 [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


$param_ms_k
$param_ms_k$`59`
[1] 0.1046334 0.4322000

$param_ms_k$`63`
[1] 0.1046334 0.6461000

$param_ms_k$`45`
[1] 0.1046334 0.6524000

$param_ms_k$`57`
[1] 0.1046334 0.6468000

$param_ms_k$`68`
[1] 0.1046334 0.3871000


$param_archive
$param_archive$`59`
[1] 0.991809909 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.001023761 0.001023761 0.001023761

$param_archive$`63`
[1] 0.991809909 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.001023761 0.001023761 0.001023761

$param_archive$`45`
[1] 0.991809909 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.001023761 0.001023761 0.001023761

$param_archive$`57`
[1] 0.991809909 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.001023761 0.001023761 0.001023761

$param_archive$`68`
[1] 0.991809909 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.001023761 0.001023761 0.001023761


# 2024-05-09 22:48:22 UTC: Sample 6 configurations from model
# 2024-05-09 22:48:22 UTC: Computing similarity of configurations ......... DONE
# 2024-05-09 22:48:22 UTC: 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
59   59   SHADE      jDE     SaDE      260         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
68   68   SHADE      jDE     SaDE      260         0             0         260
76   76   SHADE      jDE     SaDE      260         0             0         260
77   77   SHADE      jDE     SaDE      260         0             0         260
78   78   SHADE      jDE     SaDE      260         0             0         260
79   79   SHADE      jDE     SaDE      280         0             0         260
80   80   SHADE      jDE     SaDE      280         0             0          40
81   81   SHADE      jDE     SaDE      280         0             0         260
   param_ms_k .PARENT.
59     0.4322       45
63     0.6461       45
45     0.6524        8
57     0.6468       45
68     0.3871        8
76     0.3717       68
77     0.3268       59
78     0.6120       63
79     0.5136       45
80     0.6541       57
81     0.5105       45
# 2024-05-09 22:48:22 UTC: 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', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.4322), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6461), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.6524), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6468), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3871), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
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RUN INSTANCE  6
RUN INSTANCE  1
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|x|         11|         11|         79|    -3049.689936|         11|00:32:04|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  5
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RUN INSTANCE  5
|x|          2|         11|         80|    -3049.689936|         17|00:20:21|-0.60|0.20|1.0845|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
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RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|x|          9|         11|         78|    -3049.689936|         23|00:19:55|-0.32|0.12|1.0999|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  4
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RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  2
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RUN INSTANCE  5
|x|          3|         11|         57|    -3049.689936|         29|00:19:54|-0.09|0.18|0.9811|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  3
RUN INSTANCE  3
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|=|         10|         11|         57|    -3049.689936|         35|00:18:05|-0.11|0.11|1.0333|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
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RUN INSTANCE  1
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|=|          1|         11|         57|    -3049.689936|         41|00:19:30|-0.05|0.12|1.0101|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
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RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  3
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|=|          6|         11|         59|    -3049.680885|         47|00:19:48|-0.03|0.11|0.9617|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
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RUN INSTANCE  2
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|=|          7|         11|         59|    -3049.682016|         53|00:19:49|-0.04|0.09|0.9781|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
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RUN INSTANCE  4
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RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
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RUN INSTANCE  3
RUN INSTANCE  3
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RUN INSTANCE  3
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RUN INSTANCE  2
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RUN INSTANCE  5
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RUN INSTANCE  5
|=|          5|         11|         59|    -3049.682896|         59|00:18:58|-0.03|0.08|0.9432|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          4|         11|         59|    -3049.683600|         65|00:18:58|+0.00|0.10|0.9342|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3717), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3268), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.612), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5136), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '40'), ('param_ms_k', 0.6541), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '280'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.5105), ('param_archive', '0')])
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  6
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  1
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  4
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  3
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  2
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
RUN INSTANCE  5
|=|          8|         11|         59|    -3049.684176|         71|00:19:06|+0.01|0.10|0.9115|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because experiments for next test (82) > max experiments (73)
Best-so-far configuration:          59    mean value:     -3049.684176
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
59   59   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT.
59     0.4322       45

# 2024-05-10 02:34:58 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-10 02:34:58 UTC: 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
59   59   SHADE      jDE     SaDE      260         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
81   81   SHADE      jDE     SaDE      280         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
68   68   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
80   80   SHADE      jDE     SaDE      280         0             0          40
79   79   SHADE      jDE     SaDE      280         0             0         260
77   77   SHADE      jDE     SaDE      260         0             0         260
78   78   SHADE      jDE     SaDE      260         0             0         260
76   76   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT. .ALIVE. .RANK.
59     0.4322       45    TRUE     46
63     0.6461       45    TRUE     58
81     0.5105       45    TRUE     60
57     0.6468       45    TRUE     61
68     0.3871        8    TRUE     61
45     0.6524        8    TRUE     64
80     0.6541       57    TRUE     68
79     0.5136       45    TRUE     70
77     0.3268       59    TRUE     74
78     0.6120       63    TRUE     74
76     0.3717       68    TRUE     90
# 2024-05-10 02:34:58 UTC: Extracting elites
# 2024-05-10 02:34:58 UTC: 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
59   59   SHADE      jDE     SaDE      260         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
81   81   SHADE      jDE     SaDE      280         0             0         260
57   57   SHADE      jDE     SaDE      280         0             0          40
68   68   SHADE      jDE     SaDE      260         0             0         260
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
59     0.4322       45    TRUE     46 0.3333333333333333
63     0.6461       45    TRUE     58 0.2666666666666667
81     0.5105       45    TRUE     60 0.2000000000000000
57     0.6468       45    TRUE     61 0.1333333333333333
68     0.3871        8    TRUE     61 0.0666666666666667
# 2024-05-10 02:34:58 UTC: End of iteration 6
# 2024-05-10 02:34:58 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1   EPSDE     SaDE     SaDE       90        20            25          30
2     2    SaDE    EPSDE    EPSDE      180        20             5          70
3     3     jDE     SaDE     SaDE      180        30            20         160
4     4     jDE      jDE    SHADE      140         0            25        <NA>
5     5    SaDE     SaDE     SaDE      200        50            10          30
6     6     jDE    EPSDE    EPSDE       40        30            20         200
7     7   EPSDE    SHADE    SHADE       60        40            30          80
8     8   SHADE      jDE     SaDE      260         0             0         260
9     9   SHADE    EPSDE      jDE       30        10            30         220
10   10     jDE     SaDE     SaDE       90        50            40          60
11   11    SaDE    EPSDE    EPSDE      300        10            10         140
12   12   EPSDE    EPSDE    SHADE      260        10            40        <NA>
13   13    SaDE      jDE    SHADE       40        10            10        <NA>
14   14   SHADE    EPSDE    SHADE       80        30            30         180
15   15   EPSDE    SHADE    EPSDE      160         0            20         100
16   16   EPSDE     SaDE    EPSDE      200        20             5          50
17   17   SHADE      jDE     SaDE      200        50            50         100
18   18   EPSDE    EPSDE     SaDE      260        40             0         220
19   19   EPSDE    SHADE     SaDE       40        40            10         280
20   20   EPSDE      jDE     SaDE       60         0            40          80
21   21   SHADE     SaDE      jDE       70        20            25         260
22   22   SHADE    SHADE     SaDE      160         0            15         260
23   23   EPSDE    SHADE    SHADE      160        20            20         220
24   24   EPSDE    SHADE    EPSDE      240         0            50          40
25   25   EPSDE      jDE      jDE      160        20            25        <NA>
26   26   EPSDE      jDE      jDE       30        50             0        <NA>
27   27     jDE    SHADE    SHADE       50        30            20         100
28   28    SaDE    SHADE     SaDE       50        40             5         180
29   29     jDE      jDE     SaDE      100         0            25         260
30   30    SaDE      jDE     SaDE      220        50            20          50
31   31    SaDE     SaDE    EPSDE      200        50            10          30
32   32    SaDE     SaDE    EPSDE      180        30            20         100
33   33   SHADE    EPSDE    SHADE      260        10            10         260
34   34    SaDE    EPSDE    SHADE      200        50             5        <NA>
35   35    SaDE     SaDE     SaDE      200        50            10          30
36   36     jDE      jDE     SaDE      180        30            20          90
37   37   SHADE    SHADE    SHADE      220         0             0          50
38   38   SHADE     SaDE      jDE      180        30            10         100
39   39   SHADE      jDE     SaDE      260         0             5         260
40   40     jDE     SaDE     SaDE      100        10            20         160
41   41     jDE     SaDE     SaDE      180        30            20         160
42   42     jDE     SaDE      jDE       80        50            20         300
43   43    SaDE     SaDE     SaDE       80        50            15         200
44   44   SHADE      jDE     SaDE      260         0             0         260
45   45   SHADE      jDE     SaDE      280         0             0         260
46   46     jDE     SaDE     SaDE      200        50            10         160
47   47     jDE     SaDE     SaDE      300        30            20         100
48   48    SaDE     SaDE     SaDE      200        50             5          50
49   49    SaDE     SaDE     SaDE      200        50            10          30
50   50   SHADE    SHADE     SaDE      260         0             0         260
51   51   EPSDE     SaDE    EPSDE      200        20             5          50
52   52     jDE      jDE    EPSDE      180        10            20         160
53   53    SaDE    EPSDE     SaDE      260         0             0         260
54   54    SaDE     SaDE     SaDE      200        50            10          30
55   55     jDE     SaDE     SaDE      180        30            20         160
56   56   SHADE      jDE     SaDE      140         0             0         220
57   57   SHADE      jDE     SaDE      280         0             0          40
58   58   SHADE      jDE     SaDE      280         0             0         260
59   59   SHADE      jDE     SaDE      260         0             0         260
60   60   SHADE      jDE     SaDE      260         0             0          30
61   61   SHADE      jDE     SaDE      280         0             0         260
62   62   SHADE      jDE     SaDE      280         0             0         260
63   63   SHADE      jDE     SaDE      260         0             0         260
64   64     jDE     SaDE     SaDE      200        50            10         160
65   65   SHADE      jDE     SaDE      260         0             0         260
66   66   SHADE      jDE     SaDE      260         0             0         260
67   67   SHADE      jDE     SaDE      280         0             0         260
68   68   SHADE      jDE     SaDE      260         0             0         260
69   69   SHADE      jDE     SaDE      260         0             0         260
70   70   SHADE      jDE     SaDE      280         0             0         260
71   71   SHADE      jDE     SaDE      280         0             0         260
72   72   SHADE      jDE     SaDE      280         0            15         260
73   73     jDE     SaDE     SaDE      200        50            10         160
74   74   SHADE      jDE    SHADE      280         0             0         260
75   75   SHADE    SHADE     SaDE      280         0             0         260
76   76   SHADE      jDE     SaDE      260         0             0         260
77   77   SHADE      jDE     SaDE      260         0             0         260
78   78   SHADE      jDE     SaDE      260         0             0         260
79   79   SHADE      jDE     SaDE      280         0             0         260
80   80   SHADE      jDE     SaDE      280         0             0          40
81   81   SHADE      jDE     SaDE      280         0             0         260
   param_ms_k .PARENT.
1      0.5980       NA
2      0.2585       NA
3      0.5456       NA
4          NA       NA
5      0.2318       NA
6      0.4807       NA
7          NA       NA
8      0.3864       NA
9          NA       NA
10     0.2648       NA
11     0.2065       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.8808       NA
16     0.3110       NA
17     0.1248        5
18     0.1352        8
19     0.1116       16
20     0.5342        8
21         NA       16
22     0.1621        8
23         NA       16
24     0.4393        5
25         NA        5
26         NA        8
27         NA        3
28     0.1307       16
29     0.2391        8
30     0.5112        5
31     0.0379        5
32     0.5655        3
33         NA        8
34         NA        5
35     0.3959        5
36     0.4553        3
37         NA        8
38         NA        3
39     0.1630        8
40     0.5755        3
41     0.0598        3
42         NA        3
43     0.1508        5
44     0.2355        8
45     0.6524        8
46     0.0589        5
47     0.5430        3
48     0.3220        5
49     0.2189        5
50     0.4231        8
51     0.7552       16
52     0.4473        3
53     0.1920        8
54     0.2620        5
55     0.4923        3
56     0.3827        8
57     0.6468       45
58     0.7665       45
59     0.4322       45
60     0.2927        8
61     0.7838       45
62     0.5998       45
63     0.6461       45
64     0.0689       46
65     0.5269        8
66     0.4284        8
67     0.6459       45
68     0.3871        8
69     0.3043        8
70     0.6311       45
71     0.7832       45
72     0.7812       45
73     0.0903       46
74         NA       45
75     0.4639       45
76     0.3717       68
77     0.3268       59
78     0.6120       63
79     0.5136       45
80     0.6541       57
81     0.5105       45
# 2024-05-10 02:34:58 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              95.6 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-10 02:34:58 UTC: 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: 498
# timeUsed: 0
# remainingBudget: 2
# currentBudget: 2
# number of elites: 5
# nbConfigurations: 4
# Total CPU user time: 392564.6, CPU sys time: 2509.228, Wall-clock time: 91280.66
   value_f value_cr value_ms  ... param_archive param_ms_LP param_ms_k
59   SHADE      jDE     SaDE  ...             0         260     0.4322
63   SHADE      jDE     SaDE  ...             0         260     0.6461
81   SHADE      jDE     SaDE  ...             0         260     0.5105
57   SHADE      jDE     SaDE  ...             0          40     0.6468
68   SHADE      jDE     SaDE  ...             0         260     0.3871

[5 rows x 8 columns]
