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2015-06-19 11:36:00922 pr:48518 evotools.run_parallel DEBUG msg:Starting the worker. args:(('kursawe', 'IMGA+OMOPSO'), [500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500, 5000, 5500, 6000, 6500, 7000, 7500, 8000, 8500, 9000, 9500], 0, '3')
2015-06-19 11:36:00923 pr:48518 evotools.run_parallel DEBUG msg:Renice the process PID:48518 by 3
2015-06-19 11:36:00923 pr:48518 evotools.run_parallel DEBUG msg:Getting random seed
2015-06-19 11:36:00924 pr:48518 evotools.run_parallel DEBUG msg:Starting preparation
2015-06-19 11:36:00924 pr:48518 evotools.run_parallel DEBUG msg:Preparing OMOPSO for kursawe
2015-06-19 11:36:00924 pr:48518 evotools.run_parallel DEBUG msg:driver class:∅
2015-06-19 11:36:00929 pr:48518 evotools.run_parallel DEBUG msg:Starting with config containing meta-parameters
2015-06-19 11:36:00930 pr:48518 evotools.run_parallel DEBUG msg:config: {'__metaconfig__populationsize': 100}
2015-06-19 11:36:00930 pr:48518 evotools.run_parallel DEBUG msg:Per-problem config: {'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'dims': [(-5, 5), (-5, 5), (-5, 5)]}
2015-06-19 11:36:00930 pr:48518 evotools.run_parallel DEBUG msg:config: {'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'dims': [(-5, 5), (-5, 5), (-5, 5)], '__metaconfig__populationsize': 100}
2015-06-19 11:36:00931 pr:48518 evotools.run_parallel DEBUG msg:GENERATING POPULATION (size: 100, dims: [(-5, 5), (-5, 5), (-5, 5)]): [[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]]
2015-06-19 11:36:00932 pr:48518 evotools.run_parallel DEBUG msg:dropping trash from config: {'__metaconfig__populationsize': 100}
2015-06-19 11:36:00932 pr:48518 evotools.run_parallel INFO msg:Preparing (algo=OMOPSO, problem=kursawe, driver=∅, all_drivers=['IMGA', 'OMOPSO'], driver_pos=1) done, class obj created
2015-06-19 11:36:00933 pr:48518 evotools.run_parallel DEBUG msg:Dropping this dummy obj, returning partial instead: functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], dims=[(-5, 5), (-5, 5), (-5, 5)])
2015-06-19 11:36:00934 pr:48518 evotools.run_parallel DEBUG msg:Starting preparation
2015-06-19 11:36:00934 pr:48518 evotools.run_parallel DEBUG msg:Preparing IMGA for kursawe
2015-06-19 11:36:00934 pr:48518 evotools.run_parallel DEBUG msg:driver class:<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>
2015-06-19 11:36:00935 pr:48518 evotools.run_parallel DEBUG msg:Starting with config containing meta-parameters
2015-06-19 11:36:00935 pr:48518 evotools.run_parallel DEBUG msg:config: {'__metaconfig__populationsize': 100}
2015-06-19 11:36:00935 pr:48518 evotools.run_parallel DEBUG msg:Per-problem config: {'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'dims': [(-5, 5), (-5, 5), (-5, 5)]}
2015-06-19 11:36:00935 pr:48518 evotools.run_parallel DEBUG msg:config: {'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'dims': [(-5, 5), (-5, 5), (-5, 5)], '__metaconfig__populationsize': 100}
2015-06-19 11:36:00936 pr:48518 evotools.run_parallel DEBUG msg:Assigning driver: {'driver': functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], dims=[(-5, 5), (-5, 5), (-5, 5)])}
2015-06-19 11:36:00937 pr:48518 evotools.run_parallel DEBUG msg:config: {'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'dims': [(-5, 5), (-5, 5), (-5, 5)], 'driver': functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], dims=[(-5, 5), (-5, 5), (-5, 5)]), '__metaconfig__populationsize': 100}
2015-06-19 11:36:00938 pr:48518 evotools.run_parallel DEBUG msg:CUSTOMS FOR ALGORITHM | by algo dict key:: IMGA: islands_number, epoch_length, migrants_number
2015-06-19 11:36:00938 pr:48518 evotools.run_parallel DEBUG msg:config: {'epoch_length': 5, 'dims': [(-5, 5), (-5, 5), (-5, 5)], '__metaconfig__populationsize': 100, 'islands_number': 3, 'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'migrants_number': 5, 'driver': functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], dims=[(-5, 5), (-5, 5), (-5, 5)])}
2015-06-19 11:36:00939 pr:48518 evotools.run_parallel DEBUG msg:CUSTOMS FOR ALGORITHM | by algo fun:: init_alg_IMGA: <function init_alg_IMGA at 0x110dcc268>
2015-06-19 11:36:00939 pr:48518 evotools.run_parallel DEBUG msg:config: {'epoch_length': 5, 'dims': [(-5, 5), (-5, 5), (-5, 5)], '__metaconfig__populationsize': 100, 'islands_number': 3, 'fitnesses': [<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], 'migrants_number': 5, 'crossover_variance': [0.1, 0.1, 0.1], 'driver': functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], [4.565789438419328, 2.281478650497303, -2.901184363156273], [-3.7171044633907746, 3.087567743190629, -0.9114702959855485], [1.134793477793826, 3.6305062967781225, -0.030087235467943785], [4.171380594190925, -2.367200517413246, -0.7750751695278071], [-2.9501805324614705, -1.9005680331978958, -2.580019334179825], [4.045871452395616, -1.6096053346895345, 2.762401925393516], [-1.9321427863822374, -2.9400168619577007, 2.7182734449458135], [-3.0048903162122667, -2.4233242024159383, 1.677965508948045], [2.4036278118797423, -2.4536607259693346, 3.459156671171277], [-2.041267597851136, 4.69159329270823, -3.3202497831591735], [-2.088926553761874, -3.04306724485637, -0.42596019430659826], [-4.66754454706236, 0.31264891616435087, 3.182277886833983], [-3.629301855048146, -3.324988250034057, 4.272834184917972], [4.380234413252541, 2.54987744774282, -3.260830605900311], [4.791195810228109, -1.3241299595552993, 4.150843614303781], [0.5353703515842732, -4.8488346787359395, -0.6749079850322479], [-1.5284984986660408, -1.6481453683947986, 4.284997848485441], [0.5509641102938989, -3.814308944764442, 3.3626096513698016], [2.1634260947315322, -1.615980818527821, -1.8709563175860398], [-2.7186079047491907, 3.8586755732240903, 2.6840615121628533], [-0.7603114563646498, -3.8716027135955446, 3.3491682072286313], [-3.757167622084636, -4.938402588399404, -1.138259400576075], [-0.1366783475805029, 2.741351132379217, 3.5540267631845026], [-0.4082235734155706, 2.7131450965831307, 4.1810459845357855], [-3.25472414216914, 2.718063797061653, 3.7044586668164072], [3.376159505194188, 3.8547011620936296, -3.384965262275178], [2.368908595522062, 3.650026804423158, -2.991064056893636], [4.9917604458489535, -1.7354733479657645, 0.9499736843452062], [-3.29600589265075, 3.0155465184113126, 1.5007712555026655], [2.2136898390858466, 3.416791044845562, -3.8912311973000446], [1.01081276165778, 4.172359838968848, -3.52723187632646], [-2.3371157185025107, -0.95219366716334, 4.132219026194267], [0.7324498935003945, -4.637445527941301, -2.436108738494007], [-1.400067957765847, 3.7947086496725166, -4.43825242124537], [-0.14908103620845203, 0.6133637837290387, -0.36353515109261014], [2.5209260137965277, -4.5514453473628, -3.801717593716558], [0.9038167967349136, -2.4710715423346796, 0.31802060337579974], [1.4445895453173163, 4.0512198734904565, 2.2875239634418465], [2.550515305857087, -0.46675562945756166, 4.5219686404866035], [-0.8445432860705262, -4.774125092875278, -0.21952071746140156], [2.1809186386245782, 3.4271537838980155, 1.585695481084139], [4.934052792592228, -3.135117912300196, 2.1790763496769703], [-4.799155655328765, -4.2814314337091925, -1.214855648854558], [-0.015935986310539718, 1.0374053177719889, -4.125360493733183], [4.914610648173543, 4.474361019888072, 4.657566011432307], [4.2429518999951945, 0.28600090102328757, 4.8708672102793376], [1.6341327391817506, 1.739077098326728, 4.095890962465852], [1.472579006321407, -0.7698487511719794, 3.042430284878833], [1.8455735855034439, -4.2445732226131385, -1.9817038711072255], [0.8659860666979409, -2.1739530327227206, -3.035101277183183], [4.336474949613082, 1.461096354069575, 0.0984652865403346], [4.5428717765235564, -1.8926041790580959, 4.662922406607127], [3.6122777017654712, 2.9193323989243813, -0.5883518761750786], [-1.7698953703404774, -2.4131414924600767, 4.901616226600783], [-4.671190069712806, 2.7520927152552144, -4.384124989462837], [-4.380546169827432, -1.1698408574243468, 0.4384951775474448], [1.9082082387560515, -2.9309319363855915, -0.8795296329190947], [2.874741840714342, 1.6544717034597864, -4.059828049925666], [-2.57816429637191, -0.1886518115417264, 0.3147424206788818], [2.2441529186001556, -4.251588022724907, -4.024412907804833], [-3.6030302463104533, 2.253866090173923, -1.707750806358522], [4.653122338611045, -3.1684128852848, -0.8390652366517273], [4.718585407883463, -3.779062525119704, -3.5257827033166036], [3.4509641575313044, -2.6534828304329396, -0.4400998214492171], [2.566801546126907, 4.73591343943281, 0.7320322838914439], [-0.8554883341433897, 2.880564192428632, -2.695344266755908], [4.293129038578634, 4.79643050754461, -3.7929020385214773], [1.4548446999849283, -0.7334426461050034, 3.872096974195699], [4.2792676979931805, 3.2736455845187535, -4.014211748427888], [-2.653742059510198, -2.515511747678657, 0.38735884915027263], [-0.13857771998826518, 4.567258597831202, -0.38637977326509176], [-0.95765355729025, 3.789468770834759, 4.442620319025858], [-2.43467290680122, 2.984407189727718, -3.882380833411152], [0.8879048747700589, 1.1085098919344052, 0.11796836451954196], [-4.221944421387958, 2.640145206209265, -3.5916071107217205], [-3.029351496641622, 2.68880450508434, -4.538041490001897], [3.5403854493280935, -0.2226124047468261, 4.585645206384571], [-1.0395962131572736, 2.934287259370926, 3.249717772721274], [-0.5699904484477925, -4.343000656288495, -1.694826934071446], [4.386201022091168, -1.603055470672344, 1.3551116909735361], [-1.1876247737351564, -2.0817529965815753, 3.3034519826794284], [-0.4867346422834, -0.32843373249154517, 3.2965498187439497], [-0.10729156952294705, -0.7947970653638947, -1.0369293493192364], [-0.8809037773453969, 1.55791122827703, -0.47310160366333864], [3.644688358813548, -1.9683820043444697, -1.9741835621951074], [0.6610873080412532, -0.7034074684886171, 2.5280336293524837], [-2.5456561375690456, -3.1264158998116196, 0.04560469733696504], [-0.4088723358411457, -2.0767898451715605, 3.6641774659028865]], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], dims=[(-5, 5), (-5, 5), (-5, 5)]), 'mutation_variance': [0.1, 0.1, 0.1]}
2015-06-19 11:36:00941 pr:48518 evotools.run_parallel DEBUG msg:GENERATING POPULATION (size: 100, dims: [(-5, 5), (-5, 5), (-5, 5)]): [[1.4706440482390546, -1.688778495700094, -0.8309080932084099], [-2.4961660371932926, -4.791411936984707, -3.8781782676862053], [0.5503699318468005, 3.6500811529529074, 4.7774277297572425], [2.2062751509428047, -2.4573403242680856, 1.748111455004162], [-0.3532006696645462, -0.8301424312284436, -3.386139169010031], [-1.3309382954577789, 2.968869005729754, -1.4102627110067], [0.33288957336365854, -1.186936471539486, 0.9035503353294105], [-0.5479311457042533, 2.9639314567934036, -4.249436517959967], [-1.9941085669855196, -0.5734131093035453, -1.5614931665951959], [-3.004404542948289, 4.122752213754952, 3.389060099773374], [0.03546149991981995, 0.5677580682607255, -1.3684238274689289], [2.1866717068659858, 3.3569968256922227, -0.6415473785512145], [1.8336966363016654, 2.9508883531481436, -1.9371035935259542], [4.003707732029671, 1.048580896607345, 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2015-06-19 11:36:00942 pr:48518 evotools.run_parallel DEBUG msg:dropping trash from config: {'__metaconfig__populationsize': 100}
2015-06-19 11:36:00953 pr:48518 evotools.run_parallel INFO msg:Preparing (algo=IMGA, problem=kursawe, driver=<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, all_drivers=['IMGA', 'OMOPSO'], driver_pos=0) done, class obj created
2015-06-19 11:36:00953 pr:48518 evotools.run_parallel DEBUG msg:Dropping this dummy obj, returning partial instead: functools.partial(<class 'algorithms.IMGA.IMGA.IMGA'>, driver=functools.partial(<class 'algorithms.OMOPSO.OMOPSO.OMOPSO'>, population=[[-1.2369173587539861, 2.3829350850927327, 2.3819184312842], [3.2127842906966393, -0.5334015112227108, 0.8878681166763611], [-0.9195632845015194, -1.5091308061028053, -0.3906341768177013], [-3.2987223358460813, -0.705888969839183, 2.2426880137183227], [4.302568956359721, 1.3466751699196227, 3.6698171065673595], [-0.10922013602543945, 3.5149406811854806, 4.099638113208817], [-1.5978236092873068, -2.9920108221009647, 0.3503706510165836], [4.900697526867674, 2.5615078476926953, -3.89111069868464], [-3.5860831577719585, 2.0146300860752007, 2.683243726787186], [-1.7187393008765248, 2.989854030145496, 0.8547495273554953], [-1.2689844186116095, 4.310201727268698, 0.6546201331440882], [3.273826623958856, -0.5674557552511947, -3.9117667885646035], 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4.0885008865768935], [-1.2891679022248415, 0.5938000082812547, -4.108710912752396], [-3.3676969650001776, -4.273237562827505, -3.3901222308489976], [-4.857730189931933, 0.5753021182006606, -3.059573040112724], [-0.39225651852392485, -0.017522085105548868, 1.7760574864501617], [3.7294915123122934, -3.811075854395366, 4.339604561708626], [1.467840311792317, 4.8237326649145675, -4.08544177778667], [-2.0929084691333566, -2.7391507470519825, 1.0573680219178172], [0.7057067979930611, 4.4533605355573656, -2.601338564979474], [-4.252580923754107, 4.832655681812954, -3.898779625542177], [-2.292967024824708, 3.2464514479681146, 1.6150531336953309], [1.5688088718595603, -2.7514193187504543, -1.9931173215457774], [-4.680325929911407, -0.11327004126319729, -1.2121709745081057], [-2.1039079323014365, 2.405597927683907, 4.739462748062701], [3.177436919387725, -0.44875208463314475, 3.8377794832875516], [0.30439235718165847, -0.7359499579757109, 3.1871217700077192], [1.5613257629651267, 3.5529696889116416, -3.612658597616034], [4.563415200262456, -0.5041225337326116, 1.251769725096894], [4.261195297155144, -2.95924028457926, 3.163975574467159], [-3.8920054823719843, 3.19273921802308, -4.405122136864619], [2.400901674168291, 2.064735965495844, 0.6271173789106541], [-3.2100818579253785, -2.3878381001385707, 2.24333041433745], [1.6541826130286346, -0.35464442959359044, -2.10744092200145], [0.39124171539736263, 0.7631143734211836, 0.17506678853144741], [-1.773313292782893, -4.206957297459759, 3.784751851293178], [-4.559779086544802, -1.088389544735576, -2.05145268996733], [-1.727395162219929, -0.36499348221544015, -2.108502428163809], [-0.06868419110564972, -4.317130151729566, -2.991590867017615], [-1.5097537688380847, 1.7636940177752596, -3.1379647900491046], [4.478415382904636, -1.4913337579143393, 3.3977718483371504], [4.145044131533075, 2.3304169335201994, -1.243923835407037], [-4.312657724757028, 1.6702418452771726, 1.7078571478315565], [-1.0027755581783349, -2.884891781561356, -3.2299623332605574], [1.070730096827992, 3.422290140841305, -1.2892096455703275], [0.4458491530312516, 3.6780459259016656, -1.3660814307308011], [-3.864859424698407, 3.1230286775521616, 1.5718690746568402], [-3.4188438084803674, 3.054425394133398, -1.7939786269159685], [1.2767723430483677, 3.188118772575196, 1.8809416931798717], [-0.2909872556506947, 4.3730536828302675, 4.238369307487668], [4.306679660884637, -1.8833924478715156, 0.8029263587150615], [3.1721194000672934, -0.37698229898050517, -1.8557252964677184], [-3.262381846778676, 1.9147466261324633, 0.18016261770511477], [-1.9220083899681417, 0.26845939148024556, 1.0128352878016962], [4.025897180875299, 0.23128357064093308, -4.7812832142756925], [-1.286056075175229, -4.155197663880882, 1.2346709497034496], [-1.1932524259915613, 0.04479957833133508, 2.0947153995009007], [3.349945085219055, 0.936753119611736, -2.33608436098386], [0.10425914247368606, -0.3920969041350064, -4.062338022697237]], islands_number=3, dims=[(-5, 5), (-5, 5), (-5, 5)], fitnesses=[<function fit_a at 0x115efeea0>, <function fit_b at 0x115efec80>], crossover_variance=[0.1, 0.1, 0.1], mutation_variance=[0.1, 0.1, 0.1])
2015-06-19 11:36:00955 pr:48518 evotools.run_parallel DEBUG msg:Creating the driver used to perform computation
2015-06-19 11:36:00958 pr:48518 evotools.run_parallel INFO msg:Beginning processing of <algorithms.IMGA.IMGA.IMGA object at 0x1101331d0>, args: (('kursawe', 'IMGA+OMOPSO'), [500, 1000, 1500, 2000, 2500, 3000, 3500, 4000, 4500, 5000, 5500, 6000, 6500, 7000, 7500, 8000, 8500, 9000, 9500], 0, '3')
2015-06-19 11:36:00958 pr:48518 evotools.run_parallel DEBUG msg:The driver <class 'algorithms.IMGA.IMGA.IMGA'> is DriverLegacy-based
2015-06-19 11:36:00958 pr:48518 evotools.run_parallel DEBUG msg:Re-creating the driver used to perform computation
2015-06-19 11:36:00961 pr:48518 evotools.run_parallel DEBUG msg:Running with budget=500
2015-06-19 11:36:01952 pr:48518 evotools.run_parallel DEBUG msg:Iteration with budget 500 in 0.9014219999953639s CPU time
2015-06-19 11:36:01959 pr:48518 evotools.run_parallel DEBUG msg:Re-creating the driver used to perform computation
2015-06-19 11:36:01962 pr:48518 evotools.run_parallel DEBUG msg:Running with budget=1000
2015-06-19 11:36:04206 pr:48518 evotools.run_parallel DEBUG msg:Iteration with budget 1000 in 2.219573999995191s CPU time
2015-06-19 11:36:04244 pr:48518 evotools.run_parallel DEBUG msg:Re-creating the driver used to perform computation
2015-06-19 11:36:04246 pr:48518 evotools.run_parallel DEBUG msg:Running with budget=1500
2015-06-19 11:36:08481 pr:48518 evotools.run_parallel DEBUG msg:Iteration with budget 1500 in 3.691588999994565s CPU time
2015-06-19 11:36:08528 pr:48518 evotools.run_parallel DEBUG msg:Re-creating the driver used to perform computation
2015-06-19 11:36:08531 pr:48518 evotools.run_parallel DEBUG msg:Running with budget=2000
2015-06-19 11:36:17233 pr:48518 evotools.run_parallel DEBUG msg:Iteration with budget 2000 in 8.649755000005825s CPU time
2015-06-19 11:36:17350 pr:48518 evotools.run_parallel DEBUG msg:Re-creating the driver used to perform computation
2015-06-19 11:36:17353 pr:48518 evotools.run_parallel DEBUG msg:Running with budget=2500
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