# Read 1 configuration(s) from file 'text="\n    value_f  value_cr  value_ms  NP_start  NP_reduce  param_archive  param_ms_k  param_ms_LP\n    \"SaDE\"   \"SaDE\"    \"SaDE\"    30        0          0              0.1         30  \n    "'
## irace scenario:
scenarioFile = "./scenario.txt"
execDir = "/home/taccgoo"
parameterFile = "/home/taccgoo/parameters.txt"
forbiddenExps = NULL = expression()
forbiddenFile = ""
initConfigurations = structure(list(value_f = "SaDE", value_cr = "SaDE", value_ms = "SaDE",     NP_start = "30", NP_reduce = "0", param_archive = "0", param_ms_LP = "30",     param_ms_k = 0.1), class = "data.frame", row.names = c(NA, -1L))
configurationsFile = ""
logFile = "/home/taccgoo/irace.Rdata"
recoveryFile = ""
instances = structure(0:49, dim = 50L)
trainInstancesDir = "./Instances"
trainInstancesFile = ""
sampleInstances = TRUE
testInstancesDir = ""
testInstancesFile = ""
testInstances = NULL
testNbElites = 1
testIterationElites = FALSE
testType = "friedman"
firstTest = 5
eachTest = 1
targetRunner = function (...) {    .External(".Python", <pointer: 0x7efc5c472a80>, ...)}
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
# 2024-05-02 20:02:28 UTC: RNGkind: Mersenne-Twister Inversion Rejection
# 2024-05-02 20:02:28 UTC: .Random.seed: 10403, 624, -1893558126, -117074197, 1225705776, 171871089, -325360002, -1021085465, -1988981764, 1842472141, 2122293546, 1754083491, 355154312, 1594948073, -147721066, 1895987743, 424566228, -1671895355, -1649554238, -464203429, -135772960, -1788967071, -252488274, -1545375145, 1011350188, -401967171, -801932454, -774416109, 1376471864, -1860889639, 1404824006, -2111880817, 183157380, 1818392501, 1117981938, -1322539061, -1085952880, 1629388625, -785116962, 1013630919, -1787947684, 1436075693, 337305994, 1485086083, 1001703656, -958354999, 1414540022, -1051269889, 557142836, -1608432475, 801462562, -1615783365, -111017920, -1380093119, 852531214, -523208393, 374332428, -936652387, 1448661946, 2073820659, -440225128, -1835877447, -1899907034, -543136657, -1661399068, 1763986837, 1469559122, -1983108949, -549961744, -616930511, -402920642, 2062255783, -350728516, -852322163, 2077250026, 199522915, -1701836728, 503990697, -576482986, 1538441183, 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-215252040, 1933627993, 1743779398, 1626326031, -1862024444, 334388789, 1860116850, 1053987403, -1839729392, -1661923887, -124998306, -623732153, -2034096676, -348095187, 640452106, 1518327811, -832888472, 18090057, -373336202, 1025509247, -1702464588, 88001317, 784240034, -1452628805, -1182897984, 1582014913, -74951538, -1392186441, -1197470580, 89729053, -141846470, -373434253, -1451807976, -323634631, -2110520154, -326490385, -1786097564, 372995093, 1184237010, 708858667, 1827063920, -1251200591, -136656962, 1578408231, -76767428, 2035126029, -1569966486, -975899421, 819634376, -637212631, -1109328426, 2011505247, -946185964, 104028421, -341276158, -822436453, 374084640, -871252575, 242681582, -1483169129, -1743594004, -1706249731, 644964506, -347329197, 2007007864, 1956680217, 504972038, -1515718193, 687967684, 2016770549, 1945705010, -1627356149, -567718960, 1270564241, 1829769758, 954730503, 1648216220, -1757048595, 1006507722, 141197763, -1482436568, 1609021449, 1223676982, 1779019071, 348843636, -485435675, -2041923998, 192480891, 1538879360, 1302841729, 2115561806, 656001399, 1750622028, 1793534941, -2076878598, -315166157, -1317041704, 653875705, 959951206, 1459698863, -121537756, -2125172779, 1243635346, 1598760171, 1157070640, 1255557489, 415534206, 1560602343, -1550999044, -878673203, -1191565526, -75989341, -57757816, 750024681, 1854134934, 205891615, 91239380, 1095713989, -1749216574, 790486875, 513702624, 201704801, -1325007954, 188768343, -1480027988, 463508925, -588283558, -1766447341, 384581944, -1682435623, 489115590, -1488064625, -568190844, -1257220683, 673436402, -916965941, -332832112, -1716175535, -2020591906, 404960711, 1404316508, 1490445485, 1803052938, -1808340093, 1702051560, 1449338825, 1580536054, 860951295, 1222781236, 40280741, -988307678, -1507776453, -539806144, 740536641, -640270834, -1882953929, -2135199220, 217116573, -2001217094, -1425945613, -742479720, -422266439, 1602231846, 424022639, -562338332, -756995179, 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== irace == WARNING: 'initConfigurations' provided in 'scenario', thus ignoring configurations from file ''.
# Adding 1 initial configuration(s)
  value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1    SaDE     SaDE     SaDE       30         0             0          30
  param_ms_k
1        0.1
# 2024-05-02 20:02:28 UTC: Initialization
# Elitist race
# Elitist new instances: 1
# Elitist limit: 2
# nbIterations: 5
# minNbSurvival: 5
# nbParameters: 8
# seed: 523573206
# confidence level: 0.95
# budget: 500
# mu: 5
# deterministic: FALSE

# 2024-05-02 20:02:28 UTC: Iteration 1 of 5
# experimentsUsedSoFar: 0
# remainingBudget: 500
# currentBudget: 100
# nbConfigurations: 16
# 2024-05-02 20:02:28 UTC: Sample 15 configurations from uniform distribution
# 2024-05-02 20:02:28 UTC: Configurations for the race n 1 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
# 2024-05-02 20:02:28 UTC: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.2119), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.165), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_archive', '50')])
|x|          1|         16|         15|    -27110.44926|         16|05:20:46|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.2119), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.165), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_archive', '50')])
|x|          2|         16|         15|    -26503.25794|         32|05:27:31|+0.75|0.88|0.0000|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.2119), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.165), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_archive', '50')])
|x|          3|         16|         15|    -26365.83011|         48|05:24:22|+0.75|0.83|0.1856|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.2119), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.165), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '5')])
|x|          4|         16|         15|    -26310.08680|         64|05:26:33|+0.77|0.83|0.1392|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '30'), ('NP_reduce', '0'), ('param_ms_LP', '30'), ('param_ms_k', 0.1), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '20'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '260'), ('NP_reduce', '40'), ('param_ms_LP', '80'), ('param_archive', '20')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_ms_LP', '100'), ('param_ms_k', 0.2119), ('param_archive', '5')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '80'), ('NP_reduce', '40'), ('param_ms_LP', '280'), ('param_archive', '25')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '40'), ('NP_reduce', '0'), ('param_ms_LP', '80'), ('param_ms_k', 0.165), ('param_archive', '15')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_archive', '25')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '60'), ('NP_reduce', '40'), ('param_ms_LP', '140'), ('param_ms_k', 0.5128), ('param_archive', '40')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '140'), ('NP_reduce', '50'), ('param_ms_LP', '50'), ('param_archive', '10')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '50'), ('param_archive', '25')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SaDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '0'), ('param_ms_LP', '220'), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '120'), ('NP_reduce', '0'), ('param_ms_LP', '140'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_archive', '50')])
|-|          5|          3|         15|    -26404.89093|         80|05:24:03|+0.35|0.48|0.3598|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (3) <= minimum number of configurations (5)
Best-so-far configuration:          15    mean value:     -26404.89093
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
15     0.2543       NA

# 2024-05-03 23:05:46 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-03 23:05:46 UTC: Results for the race of iteration 1 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
2     2   SHADE    SHADE    EPSDE       70        40            40         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
1     1    SaDE     SaDE     SaDE       30         0             0          30
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
16   16     jDE      jDE      jDE       70        40            50        <NA>
   param_ms_k .PARENT. .ALIVE. .RANK.
15     0.2543       NA    TRUE      6
2      0.2780       NA    TRUE     12
9      0.3205       NA    TRUE     12
1      0.1000       NA   FALSE    Inf
3          NA       NA   FALSE    Inf
4          NA       NA   FALSE    Inf
5      0.2119       NA   FALSE    Inf
6          NA       NA   FALSE    Inf
7      0.1650       NA   FALSE    Inf
8          NA       NA   FALSE    Inf
10     0.5128       NA   FALSE    Inf
11         NA       NA   FALSE    Inf
12         NA       NA   FALSE    Inf
13         NA       NA   FALSE    Inf
14         NA       NA   FALSE    Inf
16         NA       NA   FALSE    Inf
# 2024-05-03 23:05:46 UTC: Extracting elites
# 2024-05-03 23:05:46 UTC: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
2     2   SHADE    SHADE    EPSDE       70        40            40         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
   param_ms_k .PARENT. .ALIVE. .RANK.          .WEIGHT.
15     0.2543       NA    TRUE      6 0.500000000000000
2      0.2780       NA    TRUE     12 0.333333333333333
9      0.3205       NA    TRUE     12 0.166666666666667
# 2024-05-03 23:05:46 UTC: Initialise model
# 2024-05-03 23:05:46 UTC: End of iteration 1
# 2024-05-03 23:05:46 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
# 2024-05-03 23:05:46 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              46.6 Kb
                         Total :               0.1 Mb
                            gc :              39.7 Mb
# 2024-05-03 23:05:46 UTC: Iteration 2 of 5
# experimentsUsedSoFar: 80
# remainingBudget: 420
# currentBudget: 105
# nbConfigurations: 17
# 2024-05-03 23:05:46 UTC: Update model
# Model:
$value_f
$value_f$`15`
[1] 0.2 0.4 0.2 0.2

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

$value_f$`9`
[1] 0.2 0.4 0.2 0.2


$value_cr
$value_cr$`15`
[1] 0.2 0.4 0.2 0.2

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

$value_cr$`9`
[1] 0.2 0.2 0.4 0.2


$value_ms
$value_ms$`15`
[1] 0.2 0.4 0.2 0.2

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

$value_ms$`9`
[1] 0.2 0.4 0.2 0.2


$NP_start
$NP_start$`15`
 [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 0.24444444 0.04444444
 [7] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$NP_start$`9`
 [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


$NP_reduce
$NP_reduce$`15`
[1] 0.1333333 0.1333333 0.3333333 0.1333333 0.1333333 0.1333333

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

$NP_reduce$`9`
[1] 0.1333333 0.3333333 0.1333333 0.1333333 0.1333333 0.1333333


$param_ms_LP
$param_ms_LP$`15`
 [1] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444
 [7] 0.04444444 0.04444444 0.24444444 0.04444444 0.04444444 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444

$param_ms_LP$`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 0.04444444
[13] 0.04444444 0.04444444 0.04444444 0.04444444 0.04444444 0.24444444

$param_ms_LP$`9`
 [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_k
$param_ms_k$`15`
[1] 0.3591447 0.2543000

$param_ms_k$`2`
[1] 0.3591447 0.2780000

$param_ms_k$`9`
[1] 0.3591447 0.3205000


$param_archive
$param_archive$`15`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.28888889
[8] 0.08888889 0.08888889

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

$param_archive$`9`
[1] 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889 0.08888889
[8] 0.08888889 0.28888889


# 2024-05-03 23:05:46 UTC: Sample 14 configurations from model
# 2024-05-03 23:05:46 UTC: Computing similarity of configurations . DONE
# 2024-05-03 23:05:46 UTC: Configurations for the race n 2 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
2     2   SHADE    SHADE    EPSDE       70        40            40         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
24   24    SaDE      jDE     SaDE      200        40            50         300
25   25     jDE      jDE    EPSDE       50         0             5         260
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
   param_ms_k .PARENT.
15     0.2543       NA
2      0.2780       NA
9      0.3205       NA
17         NA        9
18     0.2654        9
19     0.2473       15
20         NA        2
21         NA       15
22     0.5504        9
23         NA        9
24     0.6197        9
25     0.3811       15
26     0.3060        2
27     0.0151        2
28     0.1540        2
29         NA        2
30         NA        9
# 2024-05-03 23:05:46 UTC: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SHADE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.278), ('param_archive', '40')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.2654), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.2473), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_ms_k', 0.5504), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3811), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_ms_k', 0.306), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.0151), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.154), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '40')])
|x|          6|         17|         15|    -26437.70048|         17|04:41:45|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.2654), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.2473), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_ms_k', 0.5504), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3811), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_ms_k', 0.306), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.0151), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.154), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '40')])
|x|          3|         17|         15|    -26264.33747|         31|04:11:00|+0.86|0.93|0.0000|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.2654), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.2473), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_ms_k', 0.5504), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3811), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_ms_k', 0.306), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.0151), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.154), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '40')])
|x|          5|         17|         15|    -26437.59413|         45|03:59:59|+0.87|0.91|0.0000|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.2654), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.2473), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3811), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.0151), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_ms_k', 0.306), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_ms_k', 0.5504), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_archive', '5')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.154), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '40')])
|x|          1|         17|         15|    -26605.80791|         59|04:02:08|+0.85|0.89|0.0000|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '60'), ('NP_reduce', '50'), ('param_ms_LP', '200'), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'EPSDE'), ('NP_start', '80'), ('NP_reduce', '0'), ('param_ms_LP', '160'), ('param_ms_k', 0.2473), ('param_archive', '30')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '40'), ('param_archive', '40')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'SHADE'), ('value_ms', 'jDE'), ('NP_start', '50'), ('NP_reduce', '10'), ('param_ms_LP', '280'), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '260'), ('NP_reduce', '10'), ('param_ms_LP', '60'), ('param_ms_k', 0.5504), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '50'), ('NP_reduce', '0'), ('param_ms_LP', '260'), ('param_ms_k', 0.3811), ('param_archive', '5')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '180'), ('param_archive', '5')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '60'), ('NP_reduce', '30'), ('param_ms_LP', '300'), ('param_ms_k', 0.306), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '10'), ('param_ms_LP', '200'), ('param_ms_k', 0.2654), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'EPSDE'), ('NP_start', '70'), ('NP_reduce', '40'), ('param_ms_LP', '60'), ('param_ms_k', 0.0151), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '120'), ('NP_reduce', '30'), ('param_ms_LP', '90'), ('param_ms_k', 0.154), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'jDE'), ('value_ms', 'jDE'), ('NP_start', '90'), ('NP_reduce', '40'), ('param_ms_LP', '40'), ('param_archive', '50')])
OrderedDict([('value_f', 'jDE'), ('value_cr', 'SHADE'), ('value_ms', 'SHADE'), ('NP_start', '240'), ('NP_reduce', '40'), ('param_ms_LP', '240'), ('param_archive', '40')])
|-|          4|          5|         15|    -26513.21770|         73|04:05:25|+0.28|0.42|0.5456|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (5) <= minimum number of configurations (5)
Best-so-far configuration:          15    mean value:     -26410.35919
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
15     0.2543       NA

# 2024-05-04 20:38:52 UTC: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-04 20:38:52 UTC: Results for the race of iteration 2 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
9     9    SaDE    EPSDE     SaDE      160        10            50         240
2     2   SHADE    SHADE    EPSDE       70        40            40         300
25   25     jDE      jDE    EPSDE       50         0             5         260
24   24    SaDE      jDE     SaDE      200        40            50         300
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
   param_ms_k .PARENT. .ALIVE. .RANK.
15     0.2543       NA    TRUE      7
9      0.3205       NA    TRUE     14
2      0.2780       NA    TRUE     15
25     0.3811       15    TRUE     22
24     0.6197        9    TRUE     23
17         NA        9   FALSE    Inf
18     0.2654        9   FALSE    Inf
19     0.2473       15   FALSE    Inf
20         NA        2   FALSE    Inf
21         NA       15   FALSE    Inf
22     0.5504        9   FALSE    Inf
23         NA        9   FALSE    Inf
26     0.3060        2   FALSE    Inf
27     0.0151        2   FALSE    Inf
28     0.1540        2   FALSE    Inf
29         NA        2   FALSE    Inf
30         NA        9   FALSE    Inf
# 2024-05-04 20:38:52 UTC: Extracting elites
# 2024-05-04 20:38:52 UTC: Elite configurations (first number is the configuration ID; listed from best to worst according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
9     9    SaDE    EPSDE     SaDE      160        10            50         240
2     2   SHADE    SHADE    EPSDE       70        40            40         300
25   25     jDE      jDE    EPSDE       50         0             5         260
24   24    SaDE      jDE     SaDE      200        40            50         300
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
15     0.2543       NA    TRUE      7 0.3333333333333333
9      0.3205       NA    TRUE     14 0.2666666666666667
2      0.2780       NA    TRUE     15 0.2000000000000000
25     0.3811       15    TRUE     22 0.1333333333333333
24     0.6197        9    TRUE     23 0.0666666666666667
# 2024-05-04 20:38:52 UTC: End of iteration 2
# 2024-05-04 20:38:52 UTC: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
24   24    SaDE      jDE     SaDE      200        40            50         300
25   25     jDE      jDE    EPSDE       50         0             5         260
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
17         NA        9
18     0.2654        9
19     0.2473       15
20         NA        2
21         NA       15
22     0.5504        9
23         NA        9
24     0.6197        9
25     0.3811       15
26     0.3060        2
27     0.0151        2
28     0.1540        2
29         NA        2
30         NA        9
# 2024-05-04 20:38:52 UTC: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              65.9 Kb
                         Total :               0.1 Mb
                            gc :              39.7 Mb
# 2024-05-04 20:38:52 UTC: Iteration 3 of 5
# experimentsUsedSoFar: 153
# remainingBudget: 347
# currentBudget: 115
# nbConfigurations: 18
# 2024-05-04 20:38:52 UTC: Update model
# Model:
$value_f
$value_f$`15`
[1] 0.12 0.64 0.12 0.12

$value_f$`9`
[1] 0.12 0.64 0.12 0.12

$value_f$`2`
[1] 0.12 0.12 0.12 0.64

$value_f$`25`
[1] 0.52 0.24 0.12 0.12

$value_f$`24`
[1] 0.12 0.64 0.12 0.12


$value_cr
$value_cr$`15`
[1] 0.12 0.64 0.12 0.12

$value_cr$`9`
[1] 0.12 0.12 0.64 0.12

$value_cr$`2`
[1] 0.12 0.12 0.12 0.64

$value_cr$`25`
[1] 0.52 0.24 0.12 0.12

$value_cr$`24`
[1] 0.52 0.12 0.24 0.12


$value_ms
$value_ms$`15`
[1] 0.12 0.64 0.12 0.12

$value_ms$`9`
[1] 0.12 0.64 0.12 0.12

$value_ms$`2`
[1] 0.12 0.12 0.64 0.12

$value_ms$`25`
[1] 0.12 0.24 0.52 0.12

$value_ms$`24`
[1] 0.12 0.64 0.12 0.12


$NP_start
$NP_start$`15`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.54666667 0.02666667 0.02666667 0.02666667 0.02666667

$NP_start$`9`
 [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

$NP_start$`2`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667

$NP_start$`25`
 [1] 0.02666667 0.02666667 0.42666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667 0.02666667

$NP_start$`24`
 [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] 0.42666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667


$NP_reduce
$NP_reduce$`15`
[1] 0.08 0.08 0.60 0.08 0.08 0.08

$NP_reduce$`9`
[1] 0.08 0.60 0.08 0.08 0.08 0.08

$NP_reduce$`2`
[1] 0.08 0.08 0.08 0.08 0.60 0.08

$NP_reduce$`25`
[1] 0.48 0.08 0.20 0.08 0.08 0.08

$NP_reduce$`24`
[1] 0.08 0.20 0.08 0.08 0.48 0.08


$param_ms_LP
$param_ms_LP$`15`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.54666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667

$param_ms_LP$`9`
 [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

$param_ms_LP$`2`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.54666667

$param_ms_LP$`25`
 [1] 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667 0.02666667
 [7] 0.02666667 0.02666667 0.14666667 0.02666667 0.02666667 0.02666667
[13] 0.02666667 0.02666667 0.02666667 0.42666667 0.02666667 0.02666667

$param_ms_LP$`24`
 [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 0.14666667 0.02666667 0.02666667 0.42666667


$param_ms_k
$param_ms_k$`15`
[1] 0.2606313 0.2543000

$param_ms_k$`9`
[1] 0.2606313 0.3205000

$param_ms_k$`2`
[1] 0.2606313 0.2780000

$param_ms_k$`25`
[1] 0.2606313 0.3811000

$param_ms_k$`24`
[1] 0.2606313 0.6197000


$param_archive
$param_archive$`15`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.57333333
[8] 0.05333333 0.05333333

$param_archive$`9`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.05333333 0.57333333

$param_archive$`2`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.57333333 0.05333333

$param_archive$`25`
[1] 0.05333333 0.45333333 0.05333333 0.05333333 0.05333333 0.05333333 0.17333333
[8] 0.05333333 0.05333333

$param_archive$`24`
[1] 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333 0.05333333
[8] 0.05333333 0.57333333


# 2024-05-04 20:38:52 UTC: Sample 13 configurations from model
# 2024-05-04 20:38:52 UTC: Computing similarity of configurations . DONE
# 2024-05-04 20:38:52 UTC: Configurations for the race n 3 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
9     9    SaDE    EPSDE     SaDE      160        10            50         240
2     2   SHADE    SHADE    EPSDE       70        40            40         300
25   25     jDE      jDE    EPSDE       50         0             5         260
24   24    SaDE      jDE     SaDE      200        40            50         300
31   31    SaDE     SaDE    EPSDE      220        20            25         120
32   32    SaDE     SaDE     SaDE       40        10            30         240
33   33    SaDE     SaDE     SaDE      220        50            30         120
34   34    SaDE    SHADE    SHADE      220        20            10         200
35   35    SaDE     SaDE     SaDE      120        20            50         120
36   36    SaDE      jDE     SaDE      220        20            30         120
37   37    SaDE    SHADE     SaDE      220        20             5         140
38   38     jDE    EPSDE    SHADE      160        50            10        <NA>
39   39   SHADE     SaDE    SHADE       50         0            20         200
40   40     jDE     SaDE     SaDE      220        20            20         120
41   41    SaDE    EPSDE     SaDE      140        10             5         240
42   42    SaDE     SaDE     SaDE      160        10            50         240
43   43   SHADE    EPSDE    EPSDE       70        50            40         300
   param_ms_k .PARENT.
15     0.2543       NA
9      0.3205       NA
2      0.2780       NA
25     0.3811       15
24     0.6197        9
31     0.9998       15
32     0.2255        9
33     0.5755       15
34         NA       15
35     0.2116       15
36     0.1616       15
37     0.6424       15
38         NA        9
39         NA       25
40     0.4296       15
41     0.3401        9
42     0.1554        9
43     0.5175        2
# 2024-05-04 20:38:52 UTC: Launch race
# Markers:
     x No test is performed.
     c Configurations are discarded only due to capping.
     - The test is performed and some configurations are discarded.
     = The test is performed but no configuration is discarded.
     ! The test is performed and configurations could be discarded but elite configurations are preserved.
     . All alive configurations are elite and nothing is discarded

+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
| |   Instance|      Alive|       Best|       Mean best| Exp so far|  W time|  rho|KenW|  Qvar|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.5755), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1064), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1554), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3845), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.8304), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.3565), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3762), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1537), ('param_archive', '0')])
|x|          9|         18|         33|    -26547.85726|         18|03:16:25|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1064), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_archive', '0')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.3565), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.8304), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3845), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3762), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1537), ('param_archive', '0')])
|x|          6|         18|         15|    -26327.34793|         31|01:47:34|+0.12|0.56|0.8494|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1064), ('param_archive', '50')])
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.8304), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3845), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.3565), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3762), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1537), ('param_archive', '0')])
|x|          1|         18|         15|    -26588.38170|         44|01:47:07|+0.29|0.53|0.6748|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1064), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3845), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.8304), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.3565), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3762), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1537), ('param_archive', '0')])
|x|          4|         18|         15|    -26477.00050|         57|01:43:08|+0.18|0.39|0.7413|
OrderedDict([('value_f', 'EPSDE'), ('value_cr', 'EPSDE'), ('value_ms', 'jDE'), ('NP_start', '120'), ('NP_reduce', '10'), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1064), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3845), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.8304), ('param_archive', '50')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '40'), ('param_ms_LP', '120'), ('param_ms_k', 0.3565), ('param_archive', '10')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SHADE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '30'), ('param_ms_LP', '120'), ('param_ms_k', 0.3762), ('param_archive', '30')])
OrderedDict([('value_f', 'SHADE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1537), ('param_archive', '0')])
|-|          3|         11|         15|    -26399.79529|         70|01:37:55|+0.00|0.20|0.8747|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
|=|          5|         11|         15|    -26463.84731|         76|00:58:37|+0.02|0.19|0.8553|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
|=|          7|         11|         15|    -26443.52562|         82|00:59:05|+0.08|0.21|0.8301|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
|=|          2|         11|         15|    -26375.09324|         88|01:04:35|+0.07|0.19|0.8423|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
|=|          8|         11|         15|    -26395.24147|         94|00:58:14|+0.08|0.18|0.8261|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.5755), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'jDE'), ('value_ms', 'SaDE'), ('NP_start', '200'), ('NP_reduce', '40'), ('param_ms_LP', '300'), ('param_ms_k', 0.6197), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1554), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1025), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '260'), ('param_ms_k', 0.4804), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.4287), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3385), ('param_archive', '50')])
|=|         10|         11|         15|    -26322.57912|        105|01:36:11|+0.05|0.15|0.8550|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:          15    mean value:     -26322.57912
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
15     0.2543       NA

# 2024-05-06 22:51:38 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-06 22:51:38 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
15   15    SaDE     SaDE     SaDE      220        20            30         120
53   53    SaDE     SaDE     SaDE      220        20            15         120
46   46    SaDE     SaDE     SaDE      220        50            30         120
42   42    SaDE     SaDE     SaDE      160        10            50         240
9     9    SaDE    EPSDE     SaDE      160        10            50         240
33   33    SaDE     SaDE     SaDE      220        50            30         120
51   51    SaDE     SaDE     SaDE      220        20            30         260
52   52    SaDE     SaDE     SaDE      160        10            50         240
24   24    SaDE      jDE     SaDE      200        40            50         300
54   54    SaDE    EPSDE     SaDE      160        10            50         240
48   48    SaDE     SaDE     SaDE      220        20            30         120
44   44    SaDE     SaDE     SaDE      160        10            50         240
45   45   EPSDE    EPSDE      jDE      120        10             0        <NA>
47   47    SaDE    EPSDE     SaDE      160        10            50         240
49   49    SaDE    EPSDE     SaDE      200        40            50         300
50   50   SHADE     SaDE     SaDE      220        40            10         120
55   55    SaDE    SHADE     SaDE      200        30            30         120
56   56   SHADE     SaDE     SaDE      160        10             0         240
   param_ms_k .PARENT. .ALIVE. .RANK.
15     0.2543       NA    TRUE     40
53     0.5524       15    TRUE     45
46     0.7356       33    TRUE     52
42     0.1554        9    TRUE     57
9      0.3205       NA    TRUE     58
33     0.5755       15    TRUE     59
51     0.4804       15    TRUE     60
52     0.4287        9    TRUE     60
24     0.6197        9    TRUE     67
54     0.3385        9    TRUE     79
48     0.1025       15    TRUE     83
44     0.1064       42   FALSE    Inf
45         NA       42   FALSE    Inf
47     0.3845       42   FALSE    Inf
49     0.8304       24   FALSE    Inf
50     0.3565       15   FALSE    Inf
55     0.3762       15   FALSE    Inf
56     0.1537       42   FALSE    Inf
# 2024-05-06 22:51:38 CEST: Extracting elites
# 2024-05-06 22:51:38 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
15   15    SaDE     SaDE     SaDE      220        20            30         120
53   53    SaDE     SaDE     SaDE      220        20            15         120
46   46    SaDE     SaDE     SaDE      220        50            30         120
42   42    SaDE     SaDE     SaDE      160        10            50         240
9     9    SaDE    EPSDE     SaDE      160        10            50         240
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
15     0.2543       NA    TRUE     40 0.3333333333333333
53     0.5524       15    TRUE     45 0.2666666666666667
46     0.7356       33    TRUE     52 0.2000000000000000
42     0.1554        9    TRUE     57 0.1333333333333333
9      0.3205       NA    TRUE     58 0.0666666666666667
# 2024-05-06 22:51:38 CEST: End of iteration 4
# 2024-05-06 22:51:38 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
24   24    SaDE      jDE     SaDE      200        40            50         300
25   25     jDE      jDE    EPSDE       50         0             5         260
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
31   31    SaDE     SaDE    EPSDE      220        20            25         120
32   32    SaDE     SaDE     SaDE       40        10            30         240
33   33    SaDE     SaDE     SaDE      220        50            30         120
34   34    SaDE    SHADE    SHADE      220        20            10         200
35   35    SaDE     SaDE     SaDE      120        20            50         120
36   36    SaDE      jDE     SaDE      220        20            30         120
37   37    SaDE    SHADE     SaDE      220        20             5         140
38   38     jDE    EPSDE    SHADE      160        50            10        <NA>
39   39   SHADE     SaDE    SHADE       50         0            20         200
40   40     jDE     SaDE     SaDE      220        20            20         120
41   41    SaDE    EPSDE     SaDE      140        10             5         240
42   42    SaDE     SaDE     SaDE      160        10            50         240
43   43   SHADE    EPSDE    EPSDE       70        50            40         300
44   44    SaDE     SaDE     SaDE      160        10            50         240
45   45   EPSDE    EPSDE      jDE      120        10             0        <NA>
46   46    SaDE     SaDE     SaDE      220        50            30         120
47   47    SaDE    EPSDE     SaDE      160        10            50         240
48   48    SaDE     SaDE     SaDE      220        20            30         120
49   49    SaDE    EPSDE     SaDE      200        40            50         300
50   50   SHADE     SaDE     SaDE      220        40            10         120
51   51    SaDE     SaDE     SaDE      220        20            30         260
52   52    SaDE     SaDE     SaDE      160        10            50         240
53   53    SaDE     SaDE     SaDE      220        20            15         120
54   54    SaDE    EPSDE     SaDE      160        10            50         240
55   55    SaDE    SHADE     SaDE      200        30            30         120
56   56   SHADE     SaDE     SaDE      160        10             0         240
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
17         NA        9
18     0.2654        9
19     0.2473       15
20         NA        2
21         NA       15
22     0.5504        9
23         NA        9
24     0.6197        9
25     0.3811       15
26     0.3060        2
27     0.0151        2
28     0.1540        2
29         NA        2
30         NA        9
31     0.9998       15
32     0.2255        9
33     0.5755       15
34         NA       15
35     0.2116       15
36     0.1616       15
37     0.6424       15
38         NA        9
39         NA       25
40     0.4296       15
41     0.3401        9
42     0.1554        9
43     0.5175        2
44     0.1064       42
45         NA       42
46     0.7356       33
47     0.3845       42
48     0.1025       15
49     0.8304       24
50     0.3565       15
51     0.4804       15
52     0.4287        9
53     0.5524       15
54     0.3385        9
55     0.3762       15
56     0.1537       42
# 2024-05-06 22:51:38 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              86.1 Kb
                         Total :               0.1 Mb
                            gc :              39.7 Mb
# 2024-05-06 22:51:38 CEST: Iteration 5 of 5
# experimentsUsedSoFar: 344
# remainingBudget: 156
# currentBudget: 156
# nbConfigurations: 18
# 2024-05-06 22:51:38 CEST: Update model
# Model:
$value_f
$value_f$`15`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_f$`53`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

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

$value_f$`42`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_f$`9`
[1] 0.01177483 0.96467552 0.01177483 0.01177483


$value_cr
$value_cr$`15`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_cr$`53`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

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

$value_cr$`42`
[1] 0.01080880 0.92073549 0.05764692 0.01080880

$value_cr$`9`
[1] 0.01177483 0.01177483 0.96467552 0.01177483


$value_ms
$value_ms$`15`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`53`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

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

$value_ms$`42`
[1] 0.01177483 0.96467552 0.01177483 0.01177483

$value_ms$`9`
[1] 0.01177483 0.96467552 0.01177483 0.01177483


$NP_start
$NP_start$`15`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`53`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`46`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`42`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.957498096 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112

$NP_start$`9`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.957498096 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112


$NP_reduce
$NP_reduce$`15`
[1] 0.007696167 0.007696167 0.961519164 0.007696167 0.007696167 0.007696167

$NP_reduce$`53`
[1] 0.007696167 0.007696167 0.961519164 0.007696167 0.007696167 0.007696167

$NP_reduce$`46`
[1] 0.007179996 0.007179996 0.053849968 0.007179996 0.007179996 0.917430049

$NP_reduce$`42`
[1] 0.007696167 0.961519164 0.007696167 0.007696167 0.007696167 0.007696167

$NP_reduce$`9`
[1] 0.007696167 0.961519164 0.007696167 0.007696167 0.007696167 0.007696167


$param_ms_LP
$param_ms_LP$`15`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112

$param_ms_LP$`53`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112

$param_ms_LP$`46`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112

$param_ms_LP$`42`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112

$param_ms_LP$`9`
 [1] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
 [7] 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112 0.002500112
[13] 0.002500112 0.002500112 0.957498096 0.002500112 0.002500112 0.002500112


$param_ms_k
$param_ms_k$`15`
[1] 0.137259 0.254300

$param_ms_k$`53`
[1] 0.137259 0.552400

$param_ms_k$`46`
[1] 0.137259 0.735600

$param_ms_k$`42`
[1] 0.137259 0.155400

$param_ms_k$`9`
[1] 0.137259 0.320500


$param_archive
$param_archive$`15`
[1] 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.95948272
[8] 0.00506466 0.00506466

$param_archive$`53`
[1] 0.004316601 0.004316601 0.004316601 0.804316601 0.004316601 0.004316601
[7] 0.165467195 0.004316601 0.004316601

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

$param_archive$`42`
[1] 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.00506466 0.95948272

$param_archive$`9`
[1] 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466 0.00506466
[8] 0.00506466 0.95948272


# 2024-05-06 22:51:38 CEST: Sample 13 configurations from model
# 2024-05-06 22:51:38 CEST: Computing similarity of configurations .......... DONE
# 2024-05-06 22:51:38 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
15   15    SaDE     SaDE     SaDE      220        20            30         120
53   53    SaDE     SaDE     SaDE      220        20            15         120
46   46    SaDE     SaDE     SaDE      220        50            30         120
42   42    SaDE     SaDE     SaDE      160        10            50         240
9     9    SaDE    EPSDE     SaDE      160        10            50         240
57   57    SaDE     SaDE     SaDE      160        10             0         240
58   58    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
60   60    SaDE    EPSDE     SaDE      160        10            50         240
61   61    SaDE     SaDE     SaDE      220        20            15         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
64   64    SaDE     SaDE     SaDE      220        20            30          50
65   65    SaDE     SaDE    SHADE      220        20            30         120
66   66    SaDE     SaDE     SaDE      220        20            15         120
67   67    SaDE     SaDE     SaDE      220        20            30         120
68   68    SaDE     SaDE     SaDE      220        20            30         120
69   69    SaDE     SaDE     SaDE      220        50            30         120
   param_ms_k .PARENT.
15     0.2543       NA
53     0.5524       15
46     0.7356       33
42     0.1554        9
9      0.3205       NA
57     0.1888       42
58     0.2533       15
59     0.4785       15
60     0.3076        9
61     0.3732       53
62     0.6527       53
63     0.1728       15
64     0.4354       15
65         NA       15
66     0.3529       53
67     0.3030       15
68     0.3551       15
69     0.8903       46
# 2024-05-06 22:51:38 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', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1554), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1888), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3076), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.8903), ('param_archive', '30')])
|x|         11|         18|         62|    -27369.55463|         18|02:52:00|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1888), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3076), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.8903), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|x|          3|         18|         62|    -26836.39431|         31|01:53:34|+0.03|0.51|0.1028|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1888), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3076), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.8903), ('param_archive', '30')])
|x|         10|         18|         62|    -26778.20535|         44|01:49:10|+0.12|0.41|0.0677|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1888), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3076), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.8903), ('param_archive', '30')])
|x|          4|         18|         62|    -26625.38909|         57|01:47:32|+0.20|0.40|0.0516|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1888), ('param_archive', '0')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3076), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SHADE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.8903), ('param_archive', '30')])
|-|          7|         14|         62|    -26434.85528|         70|01:49:51|-0.11|0.11|1.0317|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          6|         14|         62|    -26422.41165|         79|01:22:28|-0.06|0.12|0.9904|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          5|         14|         62|    -26434.19595|         88|01:24:57|-0.03|0.12|0.9645|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          2|         14|         62|    -26416.36561|         97|01:19:58|-0.01|0.12|0.9375|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          1|         14|         62|    -26376.18557|        106|01:25:11|+0.02|0.13|0.9073|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          9|         14|         62|    -26325.50685|        115|01:18:38|-0.00|0.10|0.9375|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|          8|         14|         15|    -26363.61516|        124|01:17:08|+0.00|0.09|0.9412|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.5524), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '50'), ('param_ms_LP', '120'), ('param_ms_k', 0.7356), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'EPSDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.3205), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '160'), ('NP_reduce', '10'), ('param_ms_LP', '240'), ('param_ms_k', 0.1554), ('param_archive', '50')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2533), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '50'), ('param_ms_k', 0.4354), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3529), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.303), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3551), ('param_archive', '30')])
|=|         12|         14|         61|    -26297.06598|        138|01:53:21|-0.00|0.08|0.9409|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because tests without elimination (2) >= elitistLimit (2)
Best-so-far configuration:          61    mean value:     -26297.06598
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
61   61    SaDE     SaDE     SaDE      220        20            15         120
   param_ms_k .PARENT.
61     0.3732       53

# 2024-05-07 19:05:32 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-07 19:05:32 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
61   61    SaDE     SaDE     SaDE      220        20            15         120
15   15    SaDE     SaDE     SaDE      220        20            30         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
53   53    SaDE     SaDE     SaDE      220        20            15         120
68   68    SaDE     SaDE     SaDE      220        20            30         120
42   42    SaDE     SaDE     SaDE      160        10            50         240
67   67    SaDE     SaDE     SaDE      220        20            30         120
64   64    SaDE     SaDE     SaDE      220        20            30          50
46   46    SaDE     SaDE     SaDE      220        50            30         120
9     9    SaDE    EPSDE     SaDE      160        10            50         240
66   66    SaDE     SaDE     SaDE      220        20            15         120
58   58    SaDE     SaDE     SaDE      220        20            30         120
57   57    SaDE     SaDE     SaDE      160        10             0         240
60   60    SaDE    EPSDE     SaDE      160        10            50         240
65   65    SaDE     SaDE    SHADE      220        20            30         120
69   69    SaDE     SaDE     SaDE      220        50            30         120
   param_ms_k .PARENT. .ALIVE. .RANK.
61     0.3732       53    TRUE     67
15     0.2543       NA    TRUE     69
62     0.6527       53    TRUE     76
63     0.1728       15    TRUE     83
59     0.4785       15    TRUE     85
53     0.5524       15    TRUE     86
68     0.3551       15    TRUE     86
42     0.1554        9    TRUE     92
67     0.3030       15    TRUE     92
64     0.4354       15    TRUE     97
46     0.7356       33    TRUE     99
9      0.3205       NA    TRUE    102
66     0.3529       53    TRUE    109
58     0.2533       15    TRUE    117
57     0.1888       42   FALSE    Inf
60     0.3076        9   FALSE    Inf
65         NA       15   FALSE    Inf
69     0.8903       46   FALSE    Inf
# 2024-05-07 19:05:32 CEST: Extracting elites
# 2024-05-07 19:05:32 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
61   61    SaDE     SaDE     SaDE      220        20            15         120
15   15    SaDE     SaDE     SaDE      220        20            30         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
61     0.3732       53    TRUE     67 0.3333333333333333
15     0.2543       NA    TRUE     69 0.2666666666666667
62     0.6527       53    TRUE     76 0.2000000000000000
63     0.1728       15    TRUE     83 0.1333333333333333
59     0.4785       15    TRUE     85 0.0666666666666667
# 2024-05-07 19:05:32 CEST: End of iteration 5
# 2024-05-07 19:05:32 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
24   24    SaDE      jDE     SaDE      200        40            50         300
25   25     jDE      jDE    EPSDE       50         0             5         260
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
31   31    SaDE     SaDE    EPSDE      220        20            25         120
32   32    SaDE     SaDE     SaDE       40        10            30         240
33   33    SaDE     SaDE     SaDE      220        50            30         120
34   34    SaDE    SHADE    SHADE      220        20            10         200
35   35    SaDE     SaDE     SaDE      120        20            50         120
36   36    SaDE      jDE     SaDE      220        20            30         120
37   37    SaDE    SHADE     SaDE      220        20             5         140
38   38     jDE    EPSDE    SHADE      160        50            10        <NA>
39   39   SHADE     SaDE    SHADE       50         0            20         200
40   40     jDE     SaDE     SaDE      220        20            20         120
41   41    SaDE    EPSDE     SaDE      140        10             5         240
42   42    SaDE     SaDE     SaDE      160        10            50         240
43   43   SHADE    EPSDE    EPSDE       70        50            40         300
44   44    SaDE     SaDE     SaDE      160        10            50         240
45   45   EPSDE    EPSDE      jDE      120        10             0        <NA>
46   46    SaDE     SaDE     SaDE      220        50            30         120
47   47    SaDE    EPSDE     SaDE      160        10            50         240
48   48    SaDE     SaDE     SaDE      220        20            30         120
49   49    SaDE    EPSDE     SaDE      200        40            50         300
50   50   SHADE     SaDE     SaDE      220        40            10         120
51   51    SaDE     SaDE     SaDE      220        20            30         260
52   52    SaDE     SaDE     SaDE      160        10            50         240
53   53    SaDE     SaDE     SaDE      220        20            15         120
54   54    SaDE    EPSDE     SaDE      160        10            50         240
55   55    SaDE    SHADE     SaDE      200        30            30         120
56   56   SHADE     SaDE     SaDE      160        10             0         240
57   57    SaDE     SaDE     SaDE      160        10             0         240
58   58    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
60   60    SaDE    EPSDE     SaDE      160        10            50         240
61   61    SaDE     SaDE     SaDE      220        20            15         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
64   64    SaDE     SaDE     SaDE      220        20            30          50
65   65    SaDE     SaDE    SHADE      220        20            30         120
66   66    SaDE     SaDE     SaDE      220        20            15         120
67   67    SaDE     SaDE     SaDE      220        20            30         120
68   68    SaDE     SaDE     SaDE      220        20            30         120
69   69    SaDE     SaDE     SaDE      220        50            30         120
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
17         NA        9
18     0.2654        9
19     0.2473       15
20         NA        2
21         NA       15
22     0.5504        9
23         NA        9
24     0.6197        9
25     0.3811       15
26     0.3060        2
27     0.0151        2
28     0.1540        2
29         NA        2
30         NA        9
31     0.9998       15
32     0.2255        9
33     0.5755       15
34         NA       15
35     0.2116       15
36     0.1616       15
37     0.6424       15
38         NA        9
39         NA       25
40     0.4296       15
41     0.3401        9
42     0.1554        9
43     0.5175        2
44     0.1064       42
45         NA       42
46     0.7356       33
47     0.3845       42
48     0.1025       15
49     0.8304       24
50     0.3565       15
51     0.4804       15
52     0.4287        9
53     0.5524       15
54     0.3385        9
55     0.3762       15
56     0.1537       42
57     0.1888       42
58     0.2533       15
59     0.4785       15
60     0.3076        9
61     0.3732       53
62     0.6527       53
63     0.1728       15
64     0.4354       15
65         NA       15
66     0.3529       53
67     0.3030       15
68     0.3551       15
69     0.8903       46
# 2024-05-07 19:05:32 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              96.4 Kb
                         Total :               0.1 Mb
                            gc :              39.7 Mb
# 2024-05-07 19:05:32 CEST: Iteration 6 of 6
# experimentsUsedSoFar: 482
# remainingBudget: 18
# currentBudget: 18
# nbConfigurations: 6
# 2024-05-07 19:05:32 CEST: Update model
# Model:
$value_f
$value_f$`61`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_f$`15`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_f$`62`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

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

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


$value_cr
$value_cr$`61`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_cr$`15`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_cr$`62`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

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

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


$value_ms
$value_ms$`61`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`15`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

$value_ms$`62`
[1] 0.002382644 0.992852069 0.002382644 0.002382644

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

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


$NP_start
$NP_start$`61`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$NP_start$`15`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$NP_start$`62`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$NP_start$`63`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$NP_start$`59`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655


$NP_reduce
$NP_reduce$`61`
[1] 0.00155633 0.00155633 0.99221835 0.00155633 0.00155633 0.00155633

$NP_reduce$`15`
[1] 0.00155633 0.00155633 0.99221835 0.00155633 0.00155633 0.00155633

$NP_reduce$`62`
[1] 0.00155633 0.00155633 0.99221835 0.00155633 0.00155633 0.00155633

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

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


$param_ms_LP
$param_ms_LP$`61`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$param_ms_LP$`15`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$param_ms_LP$`62`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$param_ms_LP$`63`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655

$param_ms_LP$`59`
 [1] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
 [6] 0.0005051655 0.0005051655 0.0005051655 0.9914121858 0.0005051655
[11] 0.0005051655 0.0005051655 0.0005051655 0.0005051655 0.0005051655
[16] 0.0005051655 0.0005051655 0.0005051655


$param_ms_k
$param_ms_k$`61`
[1] 0.137259 0.373200

$param_ms_k$`15`
[1] 0.137259 0.254300

$param_ms_k$`62`
[1] 0.137259 0.652700

$param_ms_k$`63`
[1] 0.137259 0.172800

$param_ms_k$`59`
[1] 0.137259 0.478500


$param_archive
$param_archive$`61`
[1] 0.0008460147 0.0008460147 0.0008460147 0.9616478216 0.0008460147
[6] 0.0008460147 0.0324300752 0.0008460147 0.0008460147

$param_archive$`15`
[1] 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761 0.001023761
[7] 0.991809909 0.001023761 0.001023761

$param_archive$`62`
[1] 0.0008460147 0.0008460147 0.0008460147 0.9616478216 0.0008460147
[6] 0.0008460147 0.0324300752 0.0008460147 0.0008460147

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

$param_archive$`59`
[1] 0.0008581947 0.0008581947 0.0008581947 0.0008581947 0.8314105517
[6] 0.0008581947 0.1625820856 0.0008581947 0.0008581947


# 2024-05-07 19:05:32 CEST: Sample 1 configurations from model
# 2024-05-07 19:05:32 CEST: Computing similarity of configurations .... DONE
# 2024-05-07 19:05:32 CEST: Configurations for the race n 6 (elite configurations listed first, then new configurations):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
61   61    SaDE     SaDE     SaDE      220        20            15         120
15   15    SaDE     SaDE     SaDE      220        20            30         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
70   70    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
61     0.3732       53
15     0.2543       NA
62     0.6527       53
63     0.1728       15
59     0.4785       15
70     0.1192       15
# 2024-05-07 19:05:32 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', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.3732), ('param_archive', '15')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.2543), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1728), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.4785), ('param_archive', '20')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.6527), ('param_archive', '15')])
|x|         13|          6|         63|    -26913.32997|          6|00:58:38|   NA|  NA|    NA|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|x|          6|          6|         15|    -26268.95428|          7|00:47:24|+0.31|0.66|0.8500|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|x|          1|          6|         15|    -26549.45260|          8|00:47:34|+0.26|0.50|0.7407|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|x|          8|          6|         15|    -26551.19627|          9|00:46:01|+0.22|0.41|0.8141|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|         10|          6|         15|    -26374.68061|         10|00:49:13|+0.03|0.23|0.8999|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|          2|          6|         15|    -26294.91161|         11|00:44:46|-0.12|0.07|0.9749|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|          4|          6|         15|    -26273.18951|         12|00:47:05|-0.04|0.10|0.9318|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|          9|          6|         61|    -26263.75808|         13|00:46:00|-0.01|0.12|0.8906|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|         11|          6|         15|    -26322.58861|         14|00:46:13|+0.04|0.15|0.8509|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|=|          7|          6|         15|    -26322.48930|         15|00:45:46|+0.08|0.17|0.8296|
OrderedDict([('value_f', 'SaDE'), ('value_cr', 'SaDE'), ('value_ms', 'SaDE'), ('NP_start', '220'), ('NP_reduce', '20'), ('param_ms_LP', '120'), ('param_ms_k', 0.1192), ('param_archive', '30')])
|-|          5|          5|         15|    -26364.45458|         16|00:46:41|+0.01|0.10|0.8267|
|.|         12|          5|         15|    -26319.03083|         16|00:00:00|-0.02|0.07|0.8403|
|.|          3|          5|         15|    -26301.48803|         16|00:00:00|-0.04|0.04|0.8525|
+-+-----------+-----------+-----------+----------------+-----------+--------+-----+----+------+
# Stopped because number of alive configurations (5) <= minimum number of configurations (5)
Best-so-far configuration:          15    mean value:     -26301.48803
Description of the best-so-far configuration:
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
15     0.2543       NA

# 2024-05-08 21:37:58 CEST: Memory used in race():
                         Total :               0.0 Mb
                            gc :              39.7 Mb
# 2024-05-08 21:37:58 CEST: Results for the race of iteration 6 (from best to worst, according to the sum of ranks):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
15   15    SaDE     SaDE     SaDE      220        20            30         120
61   61    SaDE     SaDE     SaDE      220        20            15         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
70   70    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT. .ALIVE. .RANK.
15     0.2543       NA    TRUE     33
61     0.3732       53    TRUE     37
62     0.6527       53    TRUE     41
59     0.4785       15    TRUE     41
63     0.1728       15    TRUE     43
70     0.1192       15   FALSE    Inf
# 2024-05-08 21:37:58 CEST: Extracting elites
# 2024-05-08 21:37:58 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
15   15    SaDE     SaDE     SaDE      220        20            30         120
61   61    SaDE     SaDE     SaDE      220        20            15         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT. .ALIVE. .RANK.           .WEIGHT.
15     0.2543       NA    TRUE     33 0.3333333333333333
61     0.3732       53    TRUE     37 0.2666666666666667
59     0.4785       15    TRUE     41 0.2000000000000000
62     0.6527       53    TRUE     41 0.1333333333333333
63     0.1728       15    TRUE     43 0.0666666666666667
# 2024-05-08 21:37:58 CEST: End of iteration 6
# 2024-05-08 21:37:58 CEST: All configurations (sampling order):
   .ID. value_f value_cr value_ms NP_start NP_reduce param_archive param_ms_LP
1     1    SaDE     SaDE     SaDE       30         0             0          30
2     2   SHADE    SHADE    EPSDE       70        40            40         300
3     3     jDE      jDE      jDE       90        20            10        <NA>
4     4    SaDE     SaDE      jDE      260        40            20          80
5     5     jDE    SHADE     SaDE      120        10             5         100
6     6   SHADE      jDE    SHADE       80        40            25         280
7     7     jDE     SaDE     SaDE       40         0            15          80
8     8   EPSDE    SHADE      jDE       90        30            25         300
9     9    SaDE    EPSDE     SaDE      160        10            50         240
10   10    SaDE    SHADE     SaDE       60        40            40         140
11   11   SHADE    SHADE      jDE      140        50            10          50
12   12     jDE      jDE    SHADE      120        50            25        <NA>
13   13   EPSDE     SaDE      jDE       70         0            10         220
14   14    SaDE    SHADE    SHADE      120         0             5         140
15   15    SaDE     SaDE     SaDE      220        20            30         120
16   16     jDE      jDE      jDE       70        40            50        <NA>
17   17    SaDE     SaDE    SHADE       60        50            15         200
18   18     jDE    EPSDE     SaDE      220        10            20         200
19   19    SaDE    EPSDE    EPSDE       80         0            30         160
20   20   EPSDE      jDE      jDE       50        40            40        <NA>
21   21   EPSDE    SHADE      jDE       50        10             5         280
22   22    SaDE    SHADE     SaDE      260        10            50          60
23   23    SaDE     SaDE    SHADE      160        10             5         180
24   24    SaDE      jDE     SaDE      200        40            50         300
25   25     jDE      jDE    EPSDE       50         0             5         260
26   26     jDE      jDE    EPSDE       60        30            50         300
27   27    SaDE      jDE    EPSDE       70        40            50          60
28   28     jDE    SHADE     SaDE      120        30            30          90
29   29   SHADE      jDE      jDE       90        40            50          40
30   30     jDE    SHADE    SHADE      240        40            40         240
31   31    SaDE     SaDE    EPSDE      220        20            25         120
32   32    SaDE     SaDE     SaDE       40        10            30         240
33   33    SaDE     SaDE     SaDE      220        50            30         120
34   34    SaDE    SHADE    SHADE      220        20            10         200
35   35    SaDE     SaDE     SaDE      120        20            50         120
36   36    SaDE      jDE     SaDE      220        20            30         120
37   37    SaDE    SHADE     SaDE      220        20             5         140
38   38     jDE    EPSDE    SHADE      160        50            10        <NA>
39   39   SHADE     SaDE    SHADE       50         0            20         200
40   40     jDE     SaDE     SaDE      220        20            20         120
41   41    SaDE    EPSDE     SaDE      140        10             5         240
42   42    SaDE     SaDE     SaDE      160        10            50         240
43   43   SHADE    EPSDE    EPSDE       70        50            40         300
44   44    SaDE     SaDE     SaDE      160        10            50         240
45   45   EPSDE    EPSDE      jDE      120        10             0        <NA>
46   46    SaDE     SaDE     SaDE      220        50            30         120
47   47    SaDE    EPSDE     SaDE      160        10            50         240
48   48    SaDE     SaDE     SaDE      220        20            30         120
49   49    SaDE    EPSDE     SaDE      200        40            50         300
50   50   SHADE     SaDE     SaDE      220        40            10         120
51   51    SaDE     SaDE     SaDE      220        20            30         260
52   52    SaDE     SaDE     SaDE      160        10            50         240
53   53    SaDE     SaDE     SaDE      220        20            15         120
54   54    SaDE    EPSDE     SaDE      160        10            50         240
55   55    SaDE    SHADE     SaDE      200        30            30         120
56   56   SHADE     SaDE     SaDE      160        10             0         240
57   57    SaDE     SaDE     SaDE      160        10             0         240
58   58    SaDE     SaDE     SaDE      220        20            30         120
59   59    SaDE     SaDE     SaDE      220        20            20         120
60   60    SaDE    EPSDE     SaDE      160        10            50         240
61   61    SaDE     SaDE     SaDE      220        20            15         120
62   62    SaDE     SaDE     SaDE      220        20            15         120
63   63    SaDE     SaDE     SaDE      220        20            30         120
64   64    SaDE     SaDE     SaDE      220        20            30          50
65   65    SaDE     SaDE    SHADE      220        20            30         120
66   66    SaDE     SaDE     SaDE      220        20            15         120
67   67    SaDE     SaDE     SaDE      220        20            30         120
68   68    SaDE     SaDE     SaDE      220        20            30         120
69   69    SaDE     SaDE     SaDE      220        50            30         120
70   70    SaDE     SaDE     SaDE      220        20            30         120
   param_ms_k .PARENT.
1      0.1000       NA
2      0.2780       NA
3          NA       NA
4          NA       NA
5      0.2119       NA
6          NA       NA
7      0.1650       NA
8          NA       NA
9      0.3205       NA
10     0.5128       NA
11         NA       NA
12         NA       NA
13         NA       NA
14         NA       NA
15     0.2543       NA
16         NA       NA
17         NA        9
18     0.2654        9
19     0.2473       15
20         NA        2
21         NA       15
22     0.5504        9
23         NA        9
24     0.6197        9
25     0.3811       15
26     0.3060        2
27     0.0151        2
28     0.1540        2
29         NA        2
30         NA        9
31     0.9998       15
32     0.2255        9
33     0.5755       15
34         NA       15
35     0.2116       15
36     0.1616       15
37     0.6424       15
38         NA        9
39         NA       25
40     0.4296       15
41     0.3401        9
42     0.1554        9
43     0.5175        2
44     0.1064       42
45         NA       42
46     0.7356       33
47     0.3845       42
48     0.1025       15
49     0.8304       24
50     0.3565       15
51     0.4804       15
52     0.4287        9
53     0.5524       15
54     0.3385        9
55     0.3762       15
56     0.1537       42
57     0.1888       42
58     0.2533       15
59     0.4785       15
60     0.3076        9
61     0.3732       53
62     0.6527       53
63     0.1728       15
64     0.4354       15
65         NA       15
66     0.3529       53
67     0.3030       15
68     0.3551       15
69     0.8903       46
70     0.1192       15
# 2024-05-08 21:37:58 CEST: Memory used in irace():
                       catInfo :              52.9 Kb
                  iraceResults :              99.4 Kb
                         Total :               0.1 Mb
                            gc :              39.7 Mb
# 2024-05-08 21:37:58 CEST: Stopped because there is not enough budget left to race more than the minimum (5)
# You may either increase the budget or set 'minNbSurvival' to a lower value
# Iteration: 7
# nbIterations: 7
# experimentsUsedSoFar: 498
# timeUsed: 0
# remainingBudget: 2
# currentBudget: 2
# number of elites: 5
# nbConfigurations: 4
# Total CPU user time: 225046.9, CPU sys time: 302.644, Wall-clock time: 31526.07
   value_f value_cr value_ms  ... param_archive param_ms_LP param_ms_k
15    SaDE     SaDE     SaDE  ...            30         120     0.2543
61    SaDE     SaDE     SaDE  ...            15         120     0.3732
59    SaDE     SaDE     SaDE  ...            20         120     0.4785
62    SaDE     SaDE     SaDE  ...            15         120     0.6527
63    SaDE     SaDE     SaDE  ...            30         120     0.1728
