## irace scenario:
scenarioFile = "./scenario.txt"
execDir = "/home/orlovskyk/dp_proj/dp_irace_7_16"
parameterFile = "/home/orlovskyk/dp_proj/dp_irace_7_16/parameters.txt"
forbiddenExps = NULL = expression()
forbiddenFile = ""
initConfigurations = NULL
configurationsFile = ""
logFile = "/home/orlovskyk/dp_proj/dp_irace_7_16/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: 0x7f2639b615c0>, ...)}
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 23:59:32 CEST: RNGkind: Mersenne-Twister Inversion Rejection
# 2024-05-09 23:59:32 CEST: .Random.seed: 10403, 624, 1361021729, 460592750, -142111721, -1514186388, -885975171, 1274947610, -357994797, -215910920, -624881767, 167592582, 515183439, -599099068, -1458598027, -1154231886, 1540814219, 1797631824, 1717859089, -1957101154, 486101383, 777069596, 1508595309, 1262796362, -2113920189, 1059693480, 1431278985, -254037066, -1144707393, -2036942348, 672681061, -1548005918, -304883717, 211202816, 1858361089, 44415182, 1105556215, -561341748, -643411619, 229499002, -1457720397, -666747560, -947873927, -517771034, -2029840849, 1539843748, -807320235, 759092754, 1111643755, -1007836496, -1723975951, 378354686, 1998778471, 496418172, 382797901, -350450006, 1204215843, 1942373128, 171119977, -664307178, 103145887, -1167474860, 1689877061, -1912509886, 868839643, 602242656, -460254495, 2030209838, -1823946281, 1835043884, 161119037, 70502618, -947591021, 1842394296, 1040584537, 150654790, -1130067697, -205093884, -827331787, 1560676978, -691001525, 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-2121105332, -1289709347, -1313168902, 1856464691, -2088879400, -269871367, 412617318, 1957527983, -1070220252, 1639546069, 699713426, 1534605803, -1809690576, -1380145551, 1526072702, 1523043303, -1556086020, -43700275, 1027715114, 330707875, 1026138248, -1207667479, 174748566, 850603295, -538659628, -1675128379, -1612989502, -415222693, -1519547424, -1800183199, -1845119826, -311655081, 671297964, 1707115197, -997635494, -1525605357, 691237432, 221728473, -1289475898, 1926018191, 128375172, 1932255925, 1465695218, 1723845323, -810765424, -973465007, 1458450398, -452420921, 1921453148, -1641967187, -420188022, -872472445, 1886826472, -975067959, -1881658890, 1412503551, 25635380, 1083535269, -1107638238, -1507984069, -1994733760, -305148351, -886933746, -508359625, -533294324, -466133859, -324656454, 327631091, -1030858344, 1612871353, 844724006, 1406621551, 1783670500, -504153963, -2110201774, 188861355, 649250544, -667713999, 1020627518, 423811495, 2034025916, -244259955, -159293206, 1483767139, 97873736, -237452119, 1899696214, -1133088033, 1636716436, -1466679931, -1017510782, 97662491, -1943031136, 1625565729, 1459251566, -951123177, -1601919892, -352508291, 774449946, 960615891, 124186872, 413372057, -1747978874, 377842255, 965420100, 1233616501, 1096889522, 2134260875, -603157936, 1667289617, 1363416222, -1657894777, -1011273956, 1372267885, -167739062, -2042475965, 723377832, -371075959, -1775556938, -1740948033, 659694836, -845415579, -1928236830, 1251270395, 662982144, -1427606015, 539331534, 838363639, 189097420, -225845155, 422208378, -1317479757, 462764120, -491612551, 824157158, -1785795281, -223456860, -2124368811, 938326290, -1797972629, 512884144, -495315471, -1529753858, 1921230695, 173295740, -710387891, -74853974, 1051494179, 2049441288, -671820695, 843083030, -264800097, -1507153324, -450582203, 70847810, 1419638747, -1074751136, -2066435615, -583279058, 291979479, 1859180332, 794135101, -910046246, 862211987, -1896796232, -431518119, -1746894266, -2018779121, 1058156292, -1661543883, 351694194, -1168740789, 152772880, -864597551, 337033566, -151374265, -1318710820, 1333819693, -1456123382, -2031668221, -120861336, 1644807241, -988617866, -1457314945, 1567612852, 1621509925, 501799330, -1608154949, -1504930624, -1549738559, 282419342, -1319925833, -981534580, -1848105955, -402168774, -1841548173, 1565710104, -950372807, -1314221914, 2140422895, -200360860, -339611627, -1819061806, -101568725, -1568672656, -1806668367, 1202377662, -464898777, -918123716, 1305185037, 756744810, -2144710429, 417418440, -1441225687, 440043990, -2085208481, -126237420, -308751099, -617032190, 1164147099, 393232416, -1203439199, 160043758, -1183498601, -1247294996, -964055555, -1475138406, -1120368301, -292409736, -1511829991, -1340748026, -335538737, 318503364, -113641995, 2061264434, -102735861, -577210416, -1459781231, -1272570338, 1345037319, 239973532, 453086445, 1095951050, 1739447747, -1203733464, 1310290953, 1229938742, 480823615, 1319131764, 1970557669, 1228997218, -124788101, 1010015104, 1874396545, -504236722, 763651447, -1851569332, 904013789, -906156806, -1080996301, 377959896, 500831737, 280640870, 396843183, -919476444, -1932071979, -1645630830, -61275925, -1724077264, 1970701681, -1709139842, -1403616537, -388788740, -1113948467, 737473322, -1767253341, 549542792, 1745105897, -1242995050, -323828705, 1664851924, 498122949, -2129043774, 165854043, 695117536, 1928659297, -2136668242, 1832451159, 1472822444, 72978877, -1713549990, -1065450733, 352972088, 1194773977, -1657807930, 692194191, 1879606404, -1441738315, -606920974, -543944245, -1606119792, 1622374737, 103957214, -964505145, 1831868252, -133275475, -1088867446, -2108274813, 138144488, -1915690039, 262184182, 1217146623, 1705219380, 1204166309, -1478890718, 1704199227, -537304512, 1727065409, -1740944882, 877331255, -1301127668, 308800413, -271866438, 54011891, -1779280744, -1242466887, 1796123174, 596127343, -1932013084, -1872779371, 531678034, 499749547, -1450696208, -844341967, -789373634, -932671321, 1539002556, 1221931661, 1490527210, -1142217629, -1870124472, -780696663, 1376584534, 1626147295, -1322239340, -1859359611, -291854462, -1814315749, 1286327712, -324744927, -1488143250, -1703773673, -134877332, -58378883, 803221018, -420070189, -1323799560, 2046954905, -605116282, -449724081, -789065916, -1153733259, 1620744114, -852393077, 1474258256, 458830097, -1627707490, 935313287, 550320668, -362351507, -481803190, -257920701, 1199446440, -1058008183, -993617482, 1116558527, -851865612, -748967323, -1837919262, -1192106501, 1214114048, -1593273087, -126787890, 325542135, 715927756, 455700317, 1244849786, -420429389, -363580584, 526423417, -1654139162, 687260719, 432045220, -501472427, -1582785518, -1610357653, 975329456, -1531841295, -522034690, -163553689, -725757060, -751065523, -729606998, -374460893, 653637896, 1714590569, -77242346, -702214241, 1830262100, 600561733, -595808190, -1794212133, -1746422688, 487870689, -1572785874, 1860286423, -118676948, -2100520643, -1159999782, -1705003373, 830319288, -1375400615, -1458424506, -2054211825, 1888082436, -126236363, -235745166, -461851317, -886506480, -1062295343, -750728098, 1101163847, 1004870876, -1244968915, 782243082, -1941153021, -1798895512, 1194787657, -712944010, -529778049, 1881295540, -738920923, 567147682, -2073458757, -333369408, -171967295, -2024524914, -661029193, -1122974836, 65450781, -1980569798, -1267000461, -496184808, -1444448967, 1149617062, 1840454127, 179038052, 768368405, 1821455570, -2067270101, 1909149552
# 2024-05-09 23:59:32 CEST: Initialization
# Elitist race
# Elitist new instances: 1
# Elitist limit: 2
# nbIterations: 5
# minNbSurvival: 5
# nbParameters: 8
# seed: 1367536565
# confidence level: 0.95
# budget: 500
# mu: 5
# deterministic: FALSE

# 2024-05-09 23:59:32 CEST: Iteration 1 of 5
# experimentsUsedSoFar: 0
# remainingBudget: 500
# currentBudget: 100
# nbConfigurations: 16
# 2024-05-09 23:59:32 CEST: Sample 16 configurations from uniform distribution
# 2024-05-09 23:59:33 CEST: Configurations for the race n 1 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
# 2024-05-09 23:59:33 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.2203), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_ms_k', 0.8112), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '80'), ('param_ms_k', 0.6494), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0812), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.2389), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5267), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.6856), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '5')])
|x|          1|         16|          4|    -4317.397996|         16|00:23:57|   NA|  NA|    NA|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.6856), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.2389), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5267), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_ms_k', 0.8112), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '80'), ('param_ms_k', 0.6494), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0812), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.2203), ('param_archive', '50')])
|x|          2|         16|         10|    -3794.162757|         32|00:45:38|+0.85|0.92|0.1361|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '80'), ('param_ms_k', 0.6494), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0812), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.6856), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5267), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_ms_k', 0.8112), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.2389), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.2203), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
|x|          3|         16|         10|    -3905.925652|         48|00:27:38|+0.82|0.88|0.1190|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.2203), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5267), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0812), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.2389), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.6856), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '80'), ('param_ms_k', 0.6494), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_ms_k', 0.8112), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '10')])
|x|          4|         16|          4|    -4043.758025|         64|00:20:25|+0.84|0.88|0.1018|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.2203), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_archive', '20')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.5267), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '20'), ('param_ms_LP', '180'), ('param_ms_k', 0.2389), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '280'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0812), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '30'), ('NP_reduce', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '10'), ('param_ms_LP', '80'), ('param_ms_k', 0.6494), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '30'), ('NP_reduce', '20'), ('param_ms_LP', '280'), ('param_ms_k', 0.6856), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '300'), ('NP_reduce', '0'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '100'), ('param_ms_k', 0.8112), ('param_archive', '30')])
|-|          5|          5|          4|    -3971.336698|         80|00:22:13|-0.07|0.14|0.7598|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (5) <= minimum number of configurations (5)
Best-so-far configuration:           4    mean value:     -3971.336698
Description of the best-so-far configuration:
  .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4    4   SHADE      jDE      jDE      200        10            40         180
  param_ms_k .PARENT.
4         NA       NA

# 2024-05-10 02:19:26 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.5 Mb
# 2024-05-10 02:19:26 CEST: Results for the race of iteration 1 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
1     1     jDE     SaDE      jDE      240        30            10         160
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
   param_ms_k .PARENT. .ALIVE. .RANK.
4          NA       NA    TRUE     10
1          NA       NA    TRUE     15
10     0.0251       NA    TRUE     16
11         NA       NA    TRUE     16
2          NA       NA    TRUE     18
3      0.0812       NA   FALSE    Inf
5      0.8112       NA   FALSE    Inf
6      0.6494       NA   FALSE    Inf
7          NA       NA   FALSE    Inf
8      0.2203       NA   FALSE    Inf
9      0.2389       NA   FALSE    Inf
12     0.5267       NA   FALSE    Inf
13         NA       NA   FALSE    Inf
14     0.6856       NA   FALSE    Inf
15         NA       NA   FALSE    Inf
16         NA       NA   FALSE    Inf
# 2024-05-10 02:19:26 CEST: Extracting elites
# 2024-05-10 02:19:26 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
1     1     jDE     SaDE      jDE      240        30            10         160
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
4          NA       NA    TRUE     10 0.3333333333333333
1          NA       NA    TRUE     15 0.2666666666666667
10     0.0251       NA    TRUE     16 0.2000000000000000
11         NA       NA    TRUE     16 0.1333333333333333
2          NA       NA    TRUE     18 0.0666666666666667
# 2024-05-10 02:19:26 CEST: Initialise model
# 2024-05-10 02:19:26 CEST: End of iteration 1
# 2024-05-10 02:19:26 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
# 2024-05-10 02:19:26 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              44.1 Kb
                         Total :               0.1 Mb
                            gc :              39.5 Mb
# 2024-05-10 02:19:26 CEST: Iteration 2 of 5
# experimentsUsedSoFar: 80
# remainingBudget: 420
# currentBudget: 105
# nbConfigurations: 18
# 2024-05-10 02:19:26 CEST: Update model
# Model:
$value_f
$value_f$`4`
[1] 0.2 0.2 0.2 0.4

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

$value_f$`10`
[1] 0.2 0.4 0.2 0.2

$value_f$`11`
[1] 0.2 0.2 0.2 0.4

$value_f$`2`
[1] 0.2 0.4 0.2 0.2


$value_cr
$value_cr$`4`
[1] 0.4 0.2 0.2 0.2

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

$value_cr$`10`
[1] 0.2 0.2 0.4 0.2

$value_cr$`11`
[1] 0.2 0.2 0.2 0.4

$value_cr$`2`
[1] 0.2 0.2 0.4 0.2


$value_ms
$value_ms$`4`
[1] 0.4 0.2 0.2 0.2

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

$value_ms$`10`
[1] 0.2 0.4 0.2 0.2

$value_ms$`11`
[1] 0.4 0.2 0.2 0.2

$value_ms$`2`
[1] 0.4 0.2 0.2 0.2


$NP_start
$NP_start$`4`
 [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

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

$NP_start$`10`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444

$NP_start$`11`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444

$NP_start$`2`
 [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_reduce
$NP_reduce$`4`
[1] 0.1333333 0.3333333 0.1333333 0.1333333 0.1333333 0.1333333

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

$NP_reduce$`10`
[1] 0.3333333 0.1333333 0.1333333 0.1333333 0.1333333 0.1333333

$NP_reduce$`11`
[1] 0.1333333 0.1333333 0.1333333 0.3333333 0.1333333 0.1333333

$NP_reduce$`2`
[1] 0.1333333 0.1333333 0.1333333 0.1333333 0.3333333 0.1333333


$param_ms_LP
$param_ms_LP$`4`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.24444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`1`
 [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

$param_ms_LP$`10`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`11`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`2`
 [1] 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556
 [7] 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556
[13] 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556 0.05555556


$param_ms_k
$param_ms_k$`4`
[1] 0.3624871        NA

$param_ms_k$`1`
[1] 0.3624871        NA

$param_ms_k$`10`
[1] 0.3624871 0.0251000

$param_ms_k$`11`
[1] 0.3624871        NA

$param_ms_k$`2`
[1] 0.3624871        NA


$param_archive
$param_archive$`4`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.28888889 0.08888889

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

$param_archive$`10`
[1] 0.28888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.08888889 0.08888889

$param_archive$`11`
[1] 0.08888889 0.08888889 0.28888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.08888889 0.08888889

$param_archive$`2`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.28888889
[8] 0.08888889 0.08888889


# 2024-05-10 02:19:26 CEST: Sample 13 configurations from model
# 2024-05-10 02:19:26 CEST: Computing similarity of configurations . DONE
# 2024-05-10 02:19:26 CEST: Configurations for the race n 2 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
1     1     jDE     SaDE      jDE      240        30            10         160
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
17   17   SHADE      jDE    EPSDE      140        40            30         280
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
29   29    SaDE    SHADE     SaDE      160        40            30         260
   param_ms_k .PARENT.
4          NA       NA
1          NA       NA
10     0.0251       NA
11         NA       NA
2          NA       NA
17     0.4235        1
18         NA        4
19     0.6784        1
20         NA        4
21         NA        1
22         NA       11
23     0.1515        1
24         NA       10
25     0.5418        4
26     0.0597        1
27         NA        4
28     0.0439       10
29     0.7241        1
# 2024-05-10 02:19:26 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.6784), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1515), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.5418), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0597), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.0439), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
|x|          6|         18|          4|    -3878.925820|         18|00:17:25|   NA|  NA|    NA|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1515), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.6784), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.5418), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0597), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.0439), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
|x|          2|         18|          1|    -4051.607004|         31|00:16:06|+0.70|0.85|0.0283|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_archive', '25')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1515), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.0439), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0597), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.6784), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.5418), ('param_archive', '10')])
|x|          1|         18|          1|    -3914.442620|         44|00:13:47|+0.67|0.78|0.0912|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.0439), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.6784), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0597), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1515), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.5418), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_archive', '40')])
|x|          3|         18|          4|    -3944.329186|         57|00:11:24|+0.64|0.73|0.3229|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'EPSDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '160'), ('param_ms_k', 0.6784), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SHADE'), ('NP_start', '100'), ('NP_reduce', '30'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '180'), ('param_ms_k', 0.1515), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.5418), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.0597), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '90'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '60'), ('param_ms_k', 0.0439), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
|-|          4|          7|          4|    -4010.791584|         70|00:10:47|+0.18|0.35|0.5585|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
|=|          5|          7|          4|    -3955.934885|         72|00:06:29|+0.04|0.20|0.7104|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '240'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
|=|          7|          7|          4|    -3850.955854|         79|00:12:04|+0.02|0.16|0.7095|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:           4    mean value:     -3850.955854
Description of the best-so-far configuration:
  .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4    4   SHADE      jDE      jDE      200        10            40         180
  param_ms_k .PARENT.
4         NA       NA

# 2024-05-10 05:01:33 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.5 Mb
# 2024-05-10 05:01:34 CEST: Results for the race of iteration 2 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
17   17   SHADE      jDE    EPSDE      140        40            30         280
1     1     jDE     SaDE      jDE      240        30            10         160
29   29    SaDE    SHADE     SaDE      160        40            30         260
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
   param_ms_k .PARENT. .ALIVE. .RANK.
4          NA       NA    TRUE     21
17     0.4235        1    TRUE     23
1          NA       NA    TRUE     24
29     0.7241        1    TRUE     27
10     0.0251       NA    TRUE     30
11         NA       NA    TRUE     33
2          NA       NA    TRUE     38
18         NA        4   FALSE    Inf
19     0.6784        1   FALSE    Inf
20         NA        4   FALSE    Inf
21         NA        1   FALSE    Inf
22         NA       11   FALSE    Inf
23     0.1515        1   FALSE    Inf
24         NA       10   FALSE    Inf
25     0.5418        4   FALSE    Inf
26     0.0597        1   FALSE    Inf
27         NA        4   FALSE    Inf
28     0.0439       10   FALSE    Inf
# 2024-05-10 05:01:34 CEST: Extracting elites
# 2024-05-10 05:01:34 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
17   17   SHADE      jDE    EPSDE      140        40            30         280
1     1     jDE     SaDE      jDE      240        30            10         160
29   29    SaDE    SHADE     SaDE      160        40            30         260
10   10    SaDE    EPSDE     SaDE      240         0             0         220
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
4          NA       NA    TRUE     21 0.3333333333333333
17     0.4235        1    TRUE     23 0.2666666666666667
1          NA       NA    TRUE     24 0.2000000000000000
29     0.7241        1    TRUE     27 0.1333333333333333
10     0.0251       NA    TRUE     30 0.0666666666666667
# 2024-05-10 05:01:34 CEST: End of iteration 2
# 2024-05-10 05:01:34 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
17   17   SHADE      jDE    EPSDE      140        40            30         280
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
29   29    SaDE    SHADE     SaDE      160        40            30         260
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
17     0.4235        1
18         NA        4
19     0.6784        1
20         NA        4
21         NA        1
22         NA       11
23     0.1515        1
24         NA       10
25     0.5418        4
26     0.0597        1
27         NA        4
28     0.0439       10
29     0.7241        1
# 2024-05-10 05:01:34 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              67.9 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-10 05:01:34 CEST: Iteration 3 of 5
# experimentsUsedSoFar: 159
# remainingBudget: 341
# currentBudget: 113
# nbConfigurations: 18
# 2024-05-10 05:01:34 CEST: Update model
# Model:
$value_f
$value_f$`4`
[1] 0.12 0.12 0.12 0.64

$value_f$`17`
[1] 0.24 0.12 0.12 0.52

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

$value_f$`29`
[1] 0.24 0.52 0.12 0.12

$value_f$`10`
[1] 0.12 0.64 0.12 0.12


$value_cr
$value_cr$`4`
[1] 0.64 0.12 0.12 0.12

$value_cr$`17`
[1] 0.52 0.24 0.12 0.12

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

$value_cr$`29`
[1] 0.12 0.24 0.12 0.52

$value_cr$`10`
[1] 0.12 0.12 0.64 0.12


$value_ms
$value_ms$`4`
[1] 0.64 0.12 0.12 0.12

$value_ms$`17`
[1] 0.24 0.12 0.52 0.12

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

$value_ms$`29`
[1] 0.24 0.52 0.12 0.12

$value_ms$`10`
[1] 0.12 0.64 0.12 0.12


$NP_start
$NP_start$`4`
 [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

$NP_start$`17`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.42666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667

$NP_start$`1`
 [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 0.54666667 0.02666667 0.02666667 0.02666667

$NP_start$`29`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.42666667 0.02666667
[13] 0.02666667 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667

$NP_start$`10`
 [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 0.54666667 0.02666667 0.02666667 0.02666667


$NP_reduce
$NP_reduce$`4`
[1] 0.08 0.60 0.08 0.08 0.08 0.08

$NP_reduce$`17`
[1] 0.08 0.08 0.08 0.20 0.48 0.08

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

$NP_reduce$`29`
[1] 0.08 0.08 0.08 0.20 0.48 0.08

$NP_reduce$`10`
[1] 0.60 0.08 0.08 0.08 0.08 0.08


$param_ms_LP
$param_ms_LP$`4`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667

$param_ms_LP$`17`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.14666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.42666667 0.02666667

$param_ms_LP$`1`
 [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

$param_ms_LP$`29`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.14666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.42666667 0.02666667 0.02666667

$param_ms_LP$`10`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.54666667 0.02666667 0.02666667 0.02666667 0.02666667


$param_ms_k
$param_ms_k$`4`
[1] 0.2630569        NA

$param_ms_k$`17`
[1] 0.2630569 0.4235000

$param_ms_k$`1`
[1] 0.2630569        NA

$param_ms_k$`29`
[1] 0.2630569 0.7241000

$param_ms_k$`10`
[1] 0.2630569 0.0251000


$param_archive
$param_archive$`4`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.57333333 0.05333333

$param_archive$`17`
[1] 0.05333333 0.05333333 0.17333333 0.05333333 0.05333333 0.05333333 0.45333333
[8] 0.05333333 0.05333333

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

$param_archive$`29`
[1] 0.05333333 0.05333333 0.17333333 0.05333333 0.05333333 0.05333333 0.45333333
[8] 0.05333333 0.05333333

$param_archive$`10`
[1] 0.57333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.05333333 0.05333333


# 2024-05-10 05:01:34 CEST: Sample 13 configurations from model
# 2024-05-10 05:01:34 CEST: Computing similarity of configurations .. DONE
# 2024-05-10 05:01:34 CEST: Configurations for the race n 3 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
4     4   SHADE      jDE      jDE      200        10            40         180
17   17   SHADE      jDE    EPSDE      140        40            30         280
1     1     jDE     SaDE      jDE      240        30            10         160
29   29    SaDE    SHADE     SaDE      160        40            30         260
10   10    SaDE    EPSDE     SaDE      240         0             0         220
30   30   SHADE    SHADE      jDE      200         0            25          30
31   31     jDE     SaDE      jDE       90        50             5         180
32   32     jDE     SaDE     SaDE       50        30            10         160
33   33     jDE      jDE    EPSDE       70        40            30         280
34   34    SaDE    EPSDE     SaDE      240        10             0         280
35   35    SaDE    EPSDE     SaDE      300        40            10         260
36   36   SHADE      jDE      jDE       70         0             0         180
37   37    SaDE    SHADE     SaDE      160        40            30         260
38   38     jDE      jDE    EPSDE      200        10            20         180
39   39     jDE     SaDE     SaDE      160        40            40         260
40   40    SaDE    EPSDE      jDE      240         0             0        <NA>
41   41    SaDE     SaDE     SaDE      160        30            30         280
42   42     jDE    SHADE      jDE       50        10            40         180
   param_ms_k .PARENT.
4          NA       NA
17     0.4235        1
1          NA       NA
29     0.7241        1
10     0.0251       NA
30         NA        4
31         NA        4
32     0.6068        1
33     0.0838       17
34     0.0851       10
35     0.8640       29
36         NA        4
37     0.5533       29
38     0.0971        4
39     0.3066       29
40         NA       10
41     0.7385       29
42         NA        4
# 2024-05-10 05:01:34 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '140'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.4235), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.7241), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_ms_k', 0.0251), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.6068), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.0838), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.0971), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3066), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
|x|          8|         18|         41|    -4348.488866|         18|00:17:05|   NA|  NA|    NA|
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.0838), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3066), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.0971), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.6068), ('param_archive', '10')])
|x|          7|         18|         35|    -4418.731900|         31|00:13:44|+0.10|0.55|0.6188|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.0838), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.6068), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3066), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.0971), ('param_archive', '20')])
|x|          1|         18|         35|    -4273.817110|         44|00:12:55|+0.37|0.58|0.4103|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.0838), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.6068), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.0971), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3066), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
|x|          4|         18|         35|    -4305.501415|         57|00:12:47|+0.46|0.60|0.3713|
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_ms_k', 0.0838), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '50'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_ms_k', 0.6068), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '50'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '180'), ('param_archive', '0')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.0971), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3066), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
|-|          2|         10|         35|    -4227.706014|         70|00:14:42|+0.12|0.29|0.8140|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
|=|          6|         10|         35|    -4233.252664|         75|00:11:32|+0.16|0.30|0.7537|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
|=|          3|         10|         35|    -4222.909001|         80|00:10:24|+0.13|0.26|0.7712|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '240'), ('NP_reduce', '0'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_ms_k', 0.0851), ('param_archive', '0')])
|-|          5|          4|         35|    -4221.808938|         85|00:10:11|+0.04|0.16|0.7035|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (4) <= minimum number of configurations (5)
Best-so-far configuration:          35    mean value:     -4221.808938
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
   param_ms_k .PARENT.
35      0.864       29

# 2024-05-10 06:44:57 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-10 06:44:59 CEST: Results for the race of iteration 3 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
41   41    SaDE     SaDE     SaDE      160        30            30         280
37   37    SaDE    SHADE     SaDE      160        40            30         260
4     4   SHADE      jDE      jDE      200        10            40         180
17   17   SHADE      jDE    EPSDE      140        40            30         280
1     1     jDE     SaDE      jDE      240        30            10         160
29   29    SaDE    SHADE     SaDE      160        40            30         260
10   10    SaDE    EPSDE     SaDE      240         0             0         220
30   30   SHADE    SHADE      jDE      200         0            25          30
31   31     jDE     SaDE      jDE       90        50             5         180
32   32     jDE     SaDE     SaDE       50        30            10         160
33   33     jDE      jDE    EPSDE       70        40            30         280
34   34    SaDE    EPSDE     SaDE      240        10             0         280
36   36   SHADE      jDE      jDE       70         0             0         180
38   38     jDE      jDE    EPSDE      200        10            20         180
39   39     jDE     SaDE     SaDE      160        40            40         260
40   40    SaDE    EPSDE      jDE      240         0             0        <NA>
42   42     jDE    SHADE      jDE       50        10            40         180
   param_ms_k .PARENT. .ALIVE. .RANK.
35     0.8640       29    TRUE     14
41     0.7385       29    TRUE     21
37     0.5533       29    TRUE     22
4          NA       NA    TRUE     23
17     0.4235        1   FALSE    Inf
1          NA       NA   FALSE    Inf
29     0.7241        1   FALSE    Inf
10     0.0251       NA   FALSE    Inf
30         NA        4   FALSE    Inf
31         NA        4   FALSE    Inf
32     0.6068        1   FALSE    Inf
33     0.0838       17   FALSE    Inf
34     0.0851       10   FALSE    Inf
36         NA        4   FALSE    Inf
38     0.0971        4   FALSE    Inf
39     0.3066       29   FALSE    Inf
40         NA       10   FALSE    Inf
42         NA        4   FALSE    Inf
# 2024-05-10 06:44:59 CEST: Extracting elites
# 2024-05-10 06:44:59 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
41   41    SaDE     SaDE     SaDE      160        30            30         280
37   37    SaDE    SHADE     SaDE      160        40            30         260
4     4   SHADE      jDE      jDE      200        10            40         180
   param_ms_k .PARENT. .ALIVE. .RANK. .WEIGHT.
35     0.8640       29    TRUE     14      0.4
41     0.7385       29    TRUE     21      0.3
37     0.5533       29    TRUE     22      0.2
4          NA       NA    TRUE     23      0.1
# 2024-05-10 06:44:59 CEST: End of iteration 3
# 2024-05-10 06:44:59 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
17   17   SHADE      jDE    EPSDE      140        40            30         280
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
29   29    SaDE    SHADE     SaDE      160        40            30         260
30   30   SHADE    SHADE      jDE      200         0            25          30
31   31     jDE     SaDE      jDE       90        50             5         180
32   32     jDE     SaDE     SaDE       50        30            10         160
33   33     jDE      jDE    EPSDE       70        40            30         280
34   34    SaDE    EPSDE     SaDE      240        10             0         280
35   35    SaDE    EPSDE     SaDE      300        40            10         260
36   36   SHADE      jDE      jDE       70         0             0         180
37   37    SaDE    SHADE     SaDE      160        40            30         260
38   38     jDE      jDE    EPSDE      200        10            20         180
39   39     jDE     SaDE     SaDE      160        40            40         260
40   40    SaDE    EPSDE      jDE      240         0             0        <NA>
41   41    SaDE     SaDE     SaDE      160        30            30         280
42   42     jDE    SHADE      jDE       50        10            40         180
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
17     0.4235        1
18         NA        4
19     0.6784        1
20         NA        4
21         NA        1
22         NA       11
23     0.1515        1
24         NA       10
25     0.5418        4
26     0.0597        1
27         NA        4
28     0.0439       10
29     0.7241        1
30         NA        4
31         NA        4
32     0.6068        1
33     0.0838       17
34     0.0851       10
35     0.8640       29
36         NA        4
37     0.5533       29
38     0.0971        4
39     0.3066       29
40         NA       10
41     0.7385       29
42         NA        4
# 2024-05-10 06:44:59 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              75.8 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-10 06:44:59 CEST: Iteration 4 of 5
# experimentsUsedSoFar: 244
# remainingBudget: 256
# currentBudget: 128
# nbConfigurations: 17
# 2024-05-10 06:44:59 CEST: Update model
# Model:
$value_f
$value_f$`35`
[1] 0.096 0.808 0.048 0.048

$value_f$`41`
[1] 0.096 0.808 0.048 0.048

$value_f$`37`
[1] 0.096 0.808 0.048 0.048

$value_f$`4`
[1] 0.04990822 0.04990822 0.04990822 0.85027534


$value_cr
$value_cr$`35`
[1] 0.048 0.096 0.648 0.208

$value_cr$`41`
[1] 0.048 0.696 0.048 0.208

$value_cr$`37`
[1] 0.048 0.096 0.048 0.808

$value_cr$`4`
[1] 0.85027534 0.04990822 0.04990822 0.04990822


$value_ms
$value_ms$`35`
[1] 0.096 0.808 0.048 0.048

$value_ms$`41`
[1] 0.096 0.808 0.048 0.048

$value_ms$`37`
[1] 0.096 0.808 0.048 0.048

$value_ms$`4`
[1] 0.85027534 0.04990822 0.04990822 0.04990822


$NP_start
$NP_start$`35`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.17066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.61066667

$NP_start$`41`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.77066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.01066667

$NP_start$`37`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.77066667 0.01066667
[13] 0.01066667 0.01066667 0.05866667 0.01066667 0.01066667 0.01066667

$NP_start$`4`
 [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_reduce
$NP_reduce$`35`
[1] 0.032 0.032 0.032 0.080 0.792 0.032

$NP_reduce$`41`
[1] 0.032 0.032 0.032 0.680 0.192 0.032

$NP_reduce$`37`
[1] 0.032 0.032 0.032 0.080 0.792 0.032

$NP_reduce$`4`
[1] 0.03272769 0.83636157 0.03272769 0.03272769 0.03272769 0.03272769


$param_ms_LP
$param_ms_LP$`35`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.05866667 0.01066667
[13] 0.01066667 0.01066667 0.01066667 0.77066667 0.01066667 0.01066667

$param_ms_LP$`41`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.05866667 0.01066667
[13] 0.01066667 0.01066667 0.01066667 0.17066667 0.61066667 0.01066667

$param_ms_LP$`37`
 [1] 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667 0.01066667
 [7] 0.01066667 0.01066667 0.01066667 0.01066667 0.05866667 0.01066667
[13] 0.01066667 0.01066667 0.01066667 0.77066667 0.01066667 0.01066667

$param_ms_LP$`4`
 [1] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629
 [7] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.81850310
[13] 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629 0.01067629


$param_ms_k
$param_ms_k$`35`
[1] 0.1909004 0.8640000

$param_ms_k$`41`
[1] 0.1909004 0.7385000

$param_ms_k$`37`
[1] 0.1909004 0.5533000

$param_ms_k$`4`
[1] 0.1909004        NA


$param_archive
$param_archive$`35`
[1] 0.02133333 0.02133333 0.66933333 0.02133333 0.02133333 0.02133333 0.18133333
[8] 0.02133333 0.02133333

$param_archive$`41`
[1] 0.02133333 0.02133333 0.06933333 0.02133333 0.02133333 0.02133333 0.78133333
[8] 0.02133333 0.02133333

$param_archive$`37`
[1] 0.02133333 0.02133333 0.06933333 0.02133333 0.02133333 0.02133333 0.78133333
[8] 0.02133333 0.02133333

$param_archive$`4`
[1] 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.021583 0.827336
[9] 0.021583


# 2024-05-10 06:44:59 CEST: Sample 13 configurations from model
# 2024-05-10 06:44:59 CEST: Computing similarity of configurations .. DONE
# 2024-05-10 06:44:59 CEST: Configurations for the race n 4 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
41   41    SaDE     SaDE     SaDE      160        30            30         280
37   37    SaDE    SHADE     SaDE      160        40            30         260
4     4   SHADE      jDE      jDE      200        10            40         180
43   43    SaDE    SHADE    EPSDE      160        40            10         260
44   44    SaDE    SHADE     SaDE      160        40            30         260
45   45    SaDE    SHADE     SaDE      180        40            10          30
46   46    SaDE    SHADE     SaDE      240        40            10         260
47   47    SaDE    EPSDE     SaDE      160        40            10         260
48   48   SHADE    SHADE     SaDE       40        20            30          70
49   49    SaDE    EPSDE     SaDE      300        30            10         260
50   50    SaDE      jDE     SaDE       40        10            30         180
51   51     jDE      jDE     SaDE      200        40            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
53   53    SaDE    SHADE      jDE      160        30            15         160
54   54    SaDE    EPSDE     SaDE      300        40            10         160
55   55     jDE    EPSDE     SaDE      240        40            10         260
   param_ms_k .PARENT.
35     0.8640       29
41     0.7385       29
37     0.5533       29
4          NA       NA
43     0.1867       37
44     0.5240       37
45     0.9408       35
46     0.5200       35
47     0.3782       37
48     0.8260       41
49     0.6042       35
50     0.8214        4
51     0.9990       35
52     0.5824       41
53         NA       41
54     0.7867       35
55     0.9852       35
# 2024-05-10 06:44:59 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.1867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '30'), ('param_ms_k', 0.9408), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3782), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.826), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.8214), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.999), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.9852), ('param_archive', '10')])
|x|          9|         17|         54|    -4389.932130|         17|00:14:44|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.1867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '30'), ('param_ms_k', 0.9408), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.826), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3782), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.8214), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.999), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.9852), ('param_archive', '10')])
|x|          2|         17|         35|    -4105.981602|         30|00:12:50|+0.62|0.81|0.2014|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.1867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '30'), ('param_ms_k', 0.9408), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3782), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.826), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.8214), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.999), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.9852), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
|x|          5|         17|         35|    -4142.023898|         43|00:12:52|+0.52|0.68|0.3447|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.1867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '30'), ('param_ms_k', 0.9408), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3782), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.826), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.8214), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.999), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.9852), ('param_archive', '10')])
|x|          7|         17|         35|    -4241.119082|         56|00:12:48|+0.43|0.57|0.3684|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.1867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '180'), ('NP_reduce', '40'), ('param_ms_LP', '30'), ('param_ms_k', 0.9408), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.3782), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '20'), ('param_ms_LP', '70'), ('param_ms_k', 0.826), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_ms_k', 0.8214), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.999), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '160'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.9852), ('param_archive', '10')])
|-|          1|          9|         35|    -4189.692772|         69|00:12:52|+0.04|0.23|0.8659|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
|=|          8|          9|         35|    -4207.920504|         74|00:10:59|+0.03|0.19|0.8776|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
|=|          3|          9|         35|    -4201.195722|         79|00:10:46|+0.03|0.17|0.8693|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
|=|          6|          9|         35|    -4208.669496|         84|00:10:24|+0.07|0.18|0.8345|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
|=|          4|          9|         35|    -4229.990033|         89|00:10:19|+0.07|0.17|0.8316|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '280'), ('param_ms_k', 0.7385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.5533), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.524), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.52), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
|=|         10|          9|         35|    -4196.039269|         98|00:11:12|+0.08|0.17|0.8302|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:          35    mean value:     -4196.039269
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
   param_ms_k .PARENT.
35      0.864       29

# 2024-05-10 08:44:50 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-10 08:44:50 CEST: Results for the race of iteration 4 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
49   49    SaDE    EPSDE     SaDE      300        30            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
54   54    SaDE    EPSDE     SaDE      300        40            10         160
4     4   SHADE      jDE      jDE      200        10            40         180
46   46    SaDE    SHADE     SaDE      240        40            10         260
37   37    SaDE    SHADE     SaDE      160        40            30         260
41   41    SaDE     SaDE     SaDE      160        30            30         280
44   44    SaDE    SHADE     SaDE      160        40            30         260
43   43    SaDE    SHADE    EPSDE      160        40            10         260
45   45    SaDE    SHADE     SaDE      180        40            10          30
47   47    SaDE    EPSDE     SaDE      160        40            10         260
48   48   SHADE    SHADE     SaDE       40        20            30          70
50   50    SaDE      jDE     SaDE       40        10            30         180
51   51     jDE      jDE     SaDE      200        40            10         260
53   53    SaDE    SHADE      jDE      160        30            15         160
55   55     jDE    EPSDE     SaDE      240        40            10         260
   param_ms_k .PARENT. .ALIVE. .RANK.
35     0.8640       29    TRUE     30
49     0.6042       35    TRUE     36
52     0.5824       41    TRUE     49
54     0.7867       35    TRUE     49
4          NA       NA    TRUE     51
46     0.5200       35    TRUE     54
37     0.5533       29    TRUE     55
41     0.7385       29    TRUE     57
44     0.5240       37    TRUE     69
43     0.1867       37   FALSE    Inf
45     0.9408       35   FALSE    Inf
47     0.3782       37   FALSE    Inf
48     0.8260       41   FALSE    Inf
50     0.8214        4   FALSE    Inf
51     0.9990       35   FALSE    Inf
53         NA       41   FALSE    Inf
55     0.9852       35   FALSE    Inf
# 2024-05-10 08:44:50 CEST: Extracting elites
# 2024-05-10 08:44:50 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
49   49    SaDE    EPSDE     SaDE      300        30            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
54   54    SaDE    EPSDE     SaDE      300        40            10         160
4     4   SHADE      jDE      jDE      200        10            40         180
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
35     0.8640       29    TRUE     30 0.3333333333333333
49     0.6042       35    TRUE     36 0.2666666666666667
52     0.5824       41    TRUE     49 0.2000000000000000
54     0.7867       35    TRUE     49 0.1333333333333333
4          NA       NA    TRUE     51 0.0666666666666667
# 2024-05-10 08:44:50 CEST: End of iteration 4
# 2024-05-10 08:44:50 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
17   17   SHADE      jDE    EPSDE      140        40            30         280
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
29   29    SaDE    SHADE     SaDE      160        40            30         260
30   30   SHADE    SHADE      jDE      200         0            25          30
31   31     jDE     SaDE      jDE       90        50             5         180
32   32     jDE     SaDE     SaDE       50        30            10         160
33   33     jDE      jDE    EPSDE       70        40            30         280
34   34    SaDE    EPSDE     SaDE      240        10             0         280
35   35    SaDE    EPSDE     SaDE      300        40            10         260
36   36   SHADE      jDE      jDE       70         0             0         180
37   37    SaDE    SHADE     SaDE      160        40            30         260
38   38     jDE      jDE    EPSDE      200        10            20         180
39   39     jDE     SaDE     SaDE      160        40            40         260
40   40    SaDE    EPSDE      jDE      240         0             0        <NA>
41   41    SaDE     SaDE     SaDE      160        30            30         280
42   42     jDE    SHADE      jDE       50        10            40         180
43   43    SaDE    SHADE    EPSDE      160        40            10         260
44   44    SaDE    SHADE     SaDE      160        40            30         260
45   45    SaDE    SHADE     SaDE      180        40            10          30
46   46    SaDE    SHADE     SaDE      240        40            10         260
47   47    SaDE    EPSDE     SaDE      160        40            10         260
48   48   SHADE    SHADE     SaDE       40        20            30          70
49   49    SaDE    EPSDE     SaDE      300        30            10         260
50   50    SaDE      jDE     SaDE       40        10            30         180
51   51     jDE      jDE     SaDE      200        40            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
53   53    SaDE    SHADE      jDE      160        30            15         160
54   54    SaDE    EPSDE     SaDE      300        40            10         160
55   55     jDE    EPSDE     SaDE      240        40            10         260
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
17     0.4235        1
18         NA        4
19     0.6784        1
20         NA        4
21         NA        1
22         NA       11
23     0.1515        1
24         NA       10
25     0.5418        4
26     0.0597        1
27         NA        4
28     0.0439       10
29     0.7241        1
30         NA        4
31         NA        4
32     0.6068        1
33     0.0838       17
34     0.0851       10
35     0.8640       29
36         NA        4
37     0.5533       29
38     0.0971        4
39     0.3066       29
40         NA       10
41     0.7385       29
42         NA        4
43     0.1867       37
44     0.5240       37
45     0.9408       35
46     0.5200       35
47     0.3782       37
48     0.8260       41
49     0.6042       35
50     0.8214        4
51     0.9990       35
52     0.5824       41
53         NA       41
54     0.7867       35
55     0.9852       35
# 2024-05-10 08:44:50 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              83.6 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-10 08:44:50 CEST: Iteration 5 of 5
# experimentsUsedSoFar: 342
# remainingBudget: 158
# currentBudget: 158
# nbConfigurations: 18
# 2024-05-10 08:44:50 CEST: Update model
# Model:
$value_f
$value_f$`35`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_f$`49`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_f$`52`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_f$`54`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_f$`4`
[1] 0.01177483 0.01177483 0.01177483 0.96467552


$value_cr
$value_cr$`35`
[1] 0.01080880 0.02161759 0.92073549 0.04683812

$value_cr$`49`
[1] 0.01080880 0.02161759 0.92073549 0.04683812

$value_cr$`52`
[1] 0.01092690 0.93079628 0.01092690 0.04734992

$value_cr$`54`
[1] 0.01080880 0.02161759 0.92073549 0.04683812

$value_cr$`4`
[1] 0.96467552 0.01177483 0.01177483 0.01177483


$value_ms
$value_ms$`35`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_ms$`49`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_ms$`52`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_ms$`54`
[1] 0.02242557 0.95514886 0.01121279 0.01121279

$value_ms$`4`
[1] 0.96467552 0.01177483 0.01177483 0.01177483


$NP_start
$NP_start$`35`
 [1] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.03811089 0.00238193
[13] 0.00238193 0.00238193 0.01310062 0.00238193 0.00238193 0.91305954

$NP_start$`49`
 [1] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.03811089 0.00238193
[13] 0.00238193 0.00238193 0.01310062 0.00238193 0.00238193 0.91305954

$NP_start$`52`
 [1] 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188
 [7] 0.002470188 0.002470188 0.002470188 0.002470188 0.946890966 0.002470188
[13] 0.002470188 0.002470188 0.013586032 0.002470188 0.002470188 0.002470188

$NP_start$`54`
 [1] 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193 0.00238193
 [7] 0.00238193 0.00238193 0.00238193 0.00238193 0.03811089 0.00238193
[13] 0.00238193 0.00238193 0.01310062 0.00238193 0.00238193 0.91305954

$NP_start$`4`
 [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_reduce
$NP_reduce$`35`
[1] 0.007447356 0.007447356 0.007447356 0.018618389 0.951592188 0.007447356

$NP_reduce$`49`
[1] 0.0064 0.0064 0.0064 0.8160 0.1584 0.0064

$NP_reduce$`52`
[1] 0.007258166 0.007258166 0.007258166 0.927418339 0.043548997 0.007258166

$NP_reduce$`54`
[1] 0.007447356 0.007447356 0.007447356 0.018618389 0.951592188 0.007447356

$NP_reduce$`4`
[1] 0.007696167 0.961519164 0.007696167 0.007696167 0.007696167 0.007696167


$param_ms_LP
$param_ms_LP$`35`
 [1] 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188
 [7] 0.002470188 0.002470188 0.002470188 0.002470188 0.013586032 0.002470188
[13] 0.002470188 0.002470188 0.002470188 0.946890966 0.002470188 0.002470188

$param_ms_LP$`49`
 [1] 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188 0.002470188
 [7] 0.002470188 0.002470188 0.002470188 0.002470188 0.013586032 0.002470188
[13] 0.002470188 0.002470188 0.002470188 0.946890966 0.002470188 0.002470188

$param_ms_LP$`52`
 [1] 0.002133333 0.002133333 0.002133333 0.802133333 0.002133333 0.002133333
 [7] 0.002133333 0.002133333 0.002133333 0.002133333 0.011733333 0.002133333
[13] 0.002133333 0.002133333 0.002133333 0.034133333 0.122133333 0.002133333

$param_ms_LP$`54`
 [1] 0.002133333 0.002133333 0.002133333 0.002133333 0.002133333 0.002133333
 [7] 0.002133333 0.002133333 0.002133333 0.002133333 0.811733333 0.002133333
[13] 0.002133333 0.002133333 0.002133333 0.154133333 0.002133333 0.002133333

$param_ms_LP$`4`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.957498096
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112


$param_ms_k
$param_ms_k$`35`
[1] 0.1385364 0.8640000

$param_ms_k$`49`
[1] 0.1385364 0.6042000

$param_ms_k$`52`
[1] 0.1385364 0.5824000

$param_ms_k$`54`
[1] 0.1385364 0.7867000

$param_ms_k$`4`
[1] 0.1385364        NA


$param_archive
$param_archive$`35`
[1] 0.004827099 0.004827099 0.925179969 0.004827099 0.004827099 0.004827099
[7] 0.041030340 0.004827099 0.004827099

$param_archive$`49`
[1] 0.004827099 0.004827099 0.925179969 0.004827099 0.004827099 0.004827099
[7] 0.041030340 0.004827099 0.004827099

$param_archive$`52`
[1] 0.004952609 0.004952609 0.016095980 0.004952609 0.004952609 0.004952609
[7] 0.949235756 0.004952609 0.004952609

$param_archive$`54`
[1] 0.004827099 0.004827099 0.925179969 0.004827099 0.004827099 0.004827099
[7] 0.041030340 0.004827099 0.004827099

$param_archive$`4`
[1] 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.95948272 0.00506466


# 2024-05-10 08:44:50 CEST: Sample 13 configurations from model
# 2024-05-10 08:44:50 CEST: Computing similarity of configurations .......... DONE
# 2024-05-10 08:44:50 CEST: Configurations for the race n 5 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
35   35    SaDE    EPSDE     SaDE      300        40            10         260
49   49    SaDE    EPSDE     SaDE      300        30            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
54   54    SaDE    EPSDE     SaDE      300        40            10         160
4     4   SHADE      jDE      jDE      200        10            40         180
56   56    SaDE    SHADE     SaDE      220        30            10         260
57   57    SaDE     SaDE     SaDE      160        30            15          60
58   58    SaDE    EPSDE     SaDE      300        40            10         160
59   59     jDE    EPSDE     SaDE      300        30            40         260
60   60    SaDE    EPSDE     SaDE      300        40            10         260
61   61    SaDE    EPSDE     SaDE      300        40            10         260
62   62    SaDE    EPSDE     SaDE      300        30            10         260
63   63    SaDE     SaDE     SaDE      160        30            30          60
64   64    SaDE     SaDE     SaDE      160        30            30          60
65   65    SaDE    EPSDE     SaDE      220        30            10         260
66   66    SaDE     SaDE     SaDE      160        30            30          60
67   67    SaDE    EPSDE     SaDE      300        30            10         260
68   68    SaDE    EPSDE     SaDE      300        30            10         260
   param_ms_k .PARENT.
35     0.8640       29
49     0.6042       35
52     0.5824       41
54     0.7867       35
4          NA       NA
56     0.5976       49
57     0.4716       52
58     0.8694       54
59     0.6894       49
60     0.6904       35
61     0.8722       35
62     0.4503       49
63     0.6907       52
64     0.6385       52
65     0.6734       49
66     0.5079       52
67     0.8574       35
68     0.6279       49
# 2024-05-10 08:44:50 CEST: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6894), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5079), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|x|         11|         18|         60|    -4465.876355|         18|00:19:55|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
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|x|          2|         18|         64|    -4166.559866|         31|00:13:39|-0.10|0.45|0.4007|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
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|x|          1|         18|         52|    -4110.982050|         44|00:12:56|+0.05|0.37|0.4279|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5079), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|x|          9|         18|         54|    -4151.055428|         57|00:12:52|+0.11|0.34|0.5138|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6894), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
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OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5079), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
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|=|          5|         18|         35|    -4125.545261|         70|00:12:19|+0.14|0.31|0.4593|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.5976), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6894), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5079), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|-|         10|         15|         49|    -4101.931580|         83|00:12:46|-0.04|0.13|0.9805|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|          7|         15|         49|    -4109.338669|         93|00:11:28|-0.03|0.12|0.9210|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|          4|         15|         35|    -4182.145959|        103|00:11:30|-0.04|0.09|0.9463|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|          6|         15|         35|    -4190.905954|        113|00:10:49|-0.02|0.09|0.9389|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|          8|         15|         35|    -4201.721275|        123|00:10:55|-0.03|0.07|0.9440|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|          3|         15|         35|    -4198.005434|        133|00:11:02|-0.04|0.06|0.9547|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.864), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6042), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.5824), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.7867), ('param_archive', '10')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '200'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.4716), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '160'), ('param_ms_k', 0.8694), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.6904), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.4503), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '40'), ('param_ms_LP', '260'), ('param_ms_k', 0.8722), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6907), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '30'), ('param_ms_LP', '60'), ('param_ms_k', 0.6385), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6734), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.8574), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '300'), ('NP_reduce', '30'), ('param_ms_LP', '260'), ('param_ms_k', 0.6279), ('param_archive', '10')])
|=|         12|         15|         49|    -4144.486847|        148|00:13:08|-0.03|0.06|0.9586|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because experiments for next test (163) > max experiments (158)
Best-so-far configuration:          49    mean value:     -4144.486847
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
49   49    SaDE    EPSDE     SaDE      300        30            10         260
   param_ms_k .PARENT.
49     0.6042       35

# 2024-05-10 11:18:16 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.6 Mb
# 2024-05-10 11:18:16 CEST: Results for the race of iteration 5 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
49   49    SaDE    EPSDE     SaDE      300        30            10         260
35   35    SaDE    EPSDE     SaDE      300        40            10         260
60   60    SaDE    EPSDE     SaDE      300        40            10         260
58   58    SaDE    EPSDE     SaDE      300        40            10         160
65   65    SaDE    EPSDE     SaDE      220        30            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
61   61    SaDE    EPSDE     SaDE      300        40            10         260
68   68    SaDE    EPSDE     SaDE      300        30            10         260
62   62    SaDE    EPSDE     SaDE      300        30            10         260
57   57    SaDE     SaDE     SaDE      160        30            15          60
54   54    SaDE    EPSDE     SaDE      300        40            10         160
64   64    SaDE     SaDE     SaDE      160        30            30          60
4     4   SHADE      jDE      jDE      200        10            40         180
67   67    SaDE    EPSDE     SaDE      300        30            10         260
63   63    SaDE     SaDE     SaDE      160        30            30          60
56   56    SaDE    SHADE     SaDE      220        30            10         260
59   59     jDE    EPSDE     SaDE      300        30            40         260
66   66    SaDE     SaDE     SaDE      160        30            30          60
   param_ms_k .PARENT. .ALIVE. .RANK.
49     0.6042       35    TRUE     71
35     0.8640       29    TRUE     75
60     0.6904       35    TRUE     88
58     0.8694       54    TRUE     90
65     0.6734       49    TRUE     91
52     0.5824       41    TRUE     93
61     0.8722       35    TRUE     94
68     0.6279       49    TRUE     94
62     0.4503       49    TRUE     98
57     0.4716       52    TRUE     99
54     0.7867       35    TRUE    104
64     0.6385       52    TRUE    104
4          NA       NA    TRUE    107
67     0.8574       35    TRUE    115
63     0.6907       52    TRUE    117
56     0.5976       49   FALSE    Inf
59     0.6894       49   FALSE    Inf
66     0.5079       52   FALSE    Inf
# 2024-05-10 11:18:16 CEST: Extracting elites
# 2024-05-10 11:18:16 CEST: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
49   49    SaDE    EPSDE     SaDE      300        30            10         260
35   35    SaDE    EPSDE     SaDE      300        40            10         260
60   60    SaDE    EPSDE     SaDE      300        40            10         260
58   58    SaDE    EPSDE     SaDE      300        40            10         160
65   65    SaDE    EPSDE     SaDE      220        30            10         260
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
49     0.6042       35    TRUE     71 0.3333333333333333
35     0.8640       29    TRUE     75 0.2666666666666667
60     0.6904       35    TRUE     88 0.2000000000000000
58     0.8694       54    TRUE     90 0.1333333333333333
65     0.6734       49    TRUE     91 0.0666666666666667
# 2024-05-10 11:18:16 CEST: End of iteration 5
# 2024-05-10 11:18:16 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1     jDE     SaDE      jDE      240        30            10         160
2     2    SaDE    EPSDE      jDE      180        40            30        <NA>
3     3   EPSDE    EPSDE    EPSDE      280        30             5         260
4     4   SHADE      jDE      jDE      200        10            40         180
5     5     jDE    SHADE     SaDE      260        40            30         100
6     6   EPSDE    EPSDE     SaDE      180        10            30          80
7     7   EPSDE      jDE    SHADE       30        50            10        <NA>
8     8   SHADE     SaDE     SaDE      260        20            50          50
9     9     jDE    SHADE     SaDE      180        20            50         180
10   10    SaDE    EPSDE     SaDE      240         0             0         220
11   11   SHADE    SHADE      jDE      220        30            10         240
12   12   EPSDE    EPSDE    EPSDE       60        10            15         200
13   13   EPSDE      jDE      jDE       40         0            15        <NA>
14   14   EPSDE    SHADE    EPSDE       30        20            30         280
15   15    SaDE      jDE      jDE       70         0            20        <NA>
16   16   EPSDE    EPSDE    SHADE      300         0             5        <NA>
17   17   SHADE      jDE    EPSDE      140        40            30         280
18   18   EPSDE    SHADE    SHADE      200        30            40         180
19   19   EPSDE     SaDE    EPSDE       40        10            40         160
20   20   SHADE      jDE      jDE       80        40            40          60
21   21   EPSDE     SaDE      jDE      180        40            10         240
22   22   SHADE      jDE      jDE      160        30            10         240
23   23     jDE      jDE     SaDE      240        40            30         180
24   24    SaDE    EPSDE    SHADE      100        30            15        <NA>
25   25   SHADE    SHADE    EPSDE       50         0            10         220
26   26   SHADE    SHADE     SaDE       30        30            30         260
27   27   SHADE     SaDE    SHADE       60        50            25          90
28   28   EPSDE    SHADE     SaDE      120         0            50          60
29   29    SaDE    SHADE     SaDE      160        40            30         260
30   30   SHADE    SHADE      jDE      200         0            25          30
31   31     jDE     SaDE      jDE       90        50             5         180
32   32     jDE     SaDE     SaDE       50        30            10         160
33   33     jDE      jDE    EPSDE       70        40            30         280
34   34    SaDE    EPSDE     SaDE      240        10             0         280
35   35    SaDE    EPSDE     SaDE      300        40            10         260
36   36   SHADE      jDE      jDE       70         0             0         180
37   37    SaDE    SHADE     SaDE      160        40            30         260
38   38     jDE      jDE    EPSDE      200        10            20         180
39   39     jDE     SaDE     SaDE      160        40            40         260
40   40    SaDE    EPSDE      jDE      240         0             0        <NA>
41   41    SaDE     SaDE     SaDE      160        30            30         280
42   42     jDE    SHADE      jDE       50        10            40         180
43   43    SaDE    SHADE    EPSDE      160        40            10         260
44   44    SaDE    SHADE     SaDE      160        40            30         260
45   45    SaDE    SHADE     SaDE      180        40            10          30
46   46    SaDE    SHADE     SaDE      240        40            10         260
47   47    SaDE    EPSDE     SaDE      160        40            10         260
48   48   SHADE    SHADE     SaDE       40        20            30          70
49   49    SaDE    EPSDE     SaDE      300        30            10         260
50   50    SaDE      jDE     SaDE       40        10            30         180
51   51     jDE      jDE     SaDE      200        40            10         260
52   52    SaDE     SaDE     SaDE      160        30            30          60
53   53    SaDE    SHADE      jDE      160        30            15         160
54   54    SaDE    EPSDE     SaDE      300        40            10         160
55   55     jDE    EPSDE     SaDE      240        40            10         260
56   56    SaDE    SHADE     SaDE      220        30            10         260
57   57    SaDE     SaDE     SaDE      160        30            15          60
58   58    SaDE    EPSDE     SaDE      300        40            10         160
59   59     jDE    EPSDE     SaDE      300        30            40         260
60   60    SaDE    EPSDE     SaDE      300        40            10         260
61   61    SaDE    EPSDE     SaDE      300        40            10         260
62   62    SaDE    EPSDE     SaDE      300        30            10         260
63   63    SaDE     SaDE     SaDE      160        30            30          60
64   64    SaDE     SaDE     SaDE      160        30            30          60
65   65    SaDE    EPSDE     SaDE      220        30            10         260
66   66    SaDE     SaDE     SaDE      160        30            30          60
67   67    SaDE    EPSDE     SaDE      300        30            10         260
68   68    SaDE    EPSDE     SaDE      300        30            10         260
   param_ms_k .PARENT.
1          NA       NA
2          NA       NA
3      0.0812       NA
4          NA       NA
5      0.8112       NA
6      0.6494       NA
7          NA       NA
8      0.2203       NA
9      0.2389       NA
10     0.0251       NA
11         NA       NA
12     0.5267       NA
13         NA       NA
14     0.6856       NA
15         NA       NA
16         NA       NA
17     0.4235        1
18         NA        4
19     0.6784        1
20         NA        4
21         NA        1
22         NA       11
23     0.1515        1
24         NA       10
25     0.5418        4
26     0.0597        1
27         NA        4
28     0.0439       10
29     0.7241        1
30         NA        4
31         NA        4
32     0.6068        1
33     0.0838       17
34     0.0851       10
35     0.8640       29
36         NA        4
37     0.5533       29
38     0.0971        4
39     0.3066       29
40         NA       10
41     0.7385       29
42         NA        4
43     0.1867       37
44     0.5240       37
45     0.9408       35
46     0.5200       35
47     0.3782       37
48     0.8260       41
49     0.6042       35
50     0.8214        4
51     0.9990       35
52     0.5824       41
53         NA       41
54     0.7867       35
55     0.9852       35
56     0.5976       49
57     0.4716       52
58     0.8694       54
59     0.6894       49
60     0.6904       35
61     0.8722       35
62     0.4503       49
63     0.6907       52
64     0.6385       52
65     0.6734       49
66     0.5079       52
67     0.8574       35
68     0.6279       49
# 2024-05-10 11:18:16 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              93.1 Kb
                         Total :               0.1 Mb
                            gc :              39.6 Mb
# 2024-05-10 11:18:16 CEST: Stopped because there is not enough budget left to race more than the minimum (5)
# You may either increase the budget or set 'minNbSurvival' to a lower value
# Iteration: 6
# nbIterations: 6
# experimentsUsedSoFar: 490
# timeUsed: 0
# remainingBudget: 10
# currentBudget: 10
# number of elites: 5
# nbConfigurations: 5
# Total CPU user time: 169407.5, CPU sys time: 6478.745, Wall-clock time: 27891.01
   value_f value_cr value_ms  ... param_archive param_ms_LP param_ms_k
49    SaDE    EPSDE     SaDE  ...            10         260     0.6042
35    SaDE    EPSDE     SaDE  ...            10         260     0.8640
60    SaDE    EPSDE     SaDE  ...            10         260     0.6904
58    SaDE    EPSDE     SaDE  ...            10         160     0.8694
65    SaDE    EPSDE     SaDE  ...            10         260     0.6734

