diff --git a/analysis/main.py b/analysis/main.py index ec0e04f..3eb28e8 100644 --- a/analysis/main.py +++ b/analysis/main.py @@ -1,4 +1,5 @@ import re +import matplotlib.pyplot as plt class Specie: @@ -41,9 +42,15 @@ def __init__(self, data): print(self.species) -file = open("./analysis/output.txt", "r") +def parse_generations(path): + file = open(path, "r") + return [ + Generation(g) + for g in re.compile("[-]+\n").split(file.read()) + if g.strip() != "" + ] -generations = [ - Generation(g) for g in re.compile("[-]+\n").split(file.read()) if g.strip() != "" -] -print(generations) + +generations = parse_generations("./analysis/output.txt") +plt.plot([g.fitness_max for g in generations]) +plt.show() diff --git a/analysis/output.txt b/analysis/output.txt index 0b414d2..b6a65a9 100644 --- a/analysis/output.txt +++ b/analysis/output.txt @@ -1,1399 +1,1299 @@ [Generation 1] # Evaluation result - - fitness max: 2.7774729983797792 (4 nodes, 2 edges) - - fitness mean: 2.3367907311980813 (σ = 0.418291352336644) + - fitness max: 2.888052034204155 (4 nodes, 2 edges) + - fitness mean: 2.349384372375592 (σ = 0.4118190748205538) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 0 | 23 | 16 | 0.1195 - 2 | 0 | 3 | 126 | 0.9158 + 0 | 0 | 24 | 145 | 0.1147 --------------------------------- [Generation 2] # Evaluation result - - fitness max: 2.9592920078679787 (5 nodes, 3 edges) - - fitness mean: 2.597925558443286 (σ = 0.17673327026792918) + - fitness max: 3.0378663596215603 (5 nodes, 4 edges) + - fitness mean: 2.587935735132658 (σ = 0.2066530518249829) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 1 | 14 | 70 | 0.1992 - 2 | 1 | 14 | 70 | 0.1964 + 0 | 1 | 28 | 145 | 0.1003 --------------------------------- [Generation 3] # Evaluation result - - fitness max: 2.9999156100691513 (5 nodes, 3 edges) - - fitness mean: 2.5633876087068597 (σ = 0.26743241628318737) + - fitness max: 3.0378663596215603 (5 nodes, 4 edges) + - fitness mean: 2.608508823779192 (σ = 0.3142413399806491) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 2 | 20 | 41 | 0.1446 - 2 | 2 | 8 | 99 | 0.3476 + 0 | 2 | 29 | 145 | 0.1026 --------------------------------- [Generation 4] # Evaluation result - - fitness max: 2.9999156100691513 (5 nodes, 3 edges) - - fitness mean: 2.585239405832052 (σ = 0.33096301613316087) + - fitness max: 3.1593478707399734 (5 nodes, 5 edges) + - fitness mean: 2.642781276017863 (σ = 0.4507119384064215) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 3 | 18 | 52 | 0.1659 - 2 | 3 | 11 | 88 | 0.2725 + 0 | 3 | 30 | 145 | 0.1010 --------------------------------- [Generation 5] # Evaluation result - - fitness max: 2.999997444010587 (6 nodes, 6 edges) - - fitness mean: 2.5503707476737736 (σ = 0.44671250480292607) + - fitness max: 3.1910422675637715 (5 nodes, 5 edges) + - fitness mean: 2.8402653712374417 (σ = 0.35912657059241926) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 4 | 17 | 57 | 0.1763 - 2 | 4 | 12 | 83 | 0.2499 + 0 | 4 | 30 | 145 | 0.1025 --------------------------------- [Generation 6] # Evaluation result - - fitness max: 2.9999997760570336 (6 nodes, 6 edges) - - fitness mean: 2.631609467757975 (σ = 0.4435970830167972) + - fitness max: 3.1910422675637715 (5 nodes, 5 edges) + - fitness mean: 2.834539586408626 (σ = 0.3794989361166953) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 5 | 17 | 57 | 0.1765 - 2 | 5 | 12 | 83 | 0.2500 + 0 | 5 | 29 | 145 | 0.1084 --------------------------------- [Generation 7] # Evaluation result - - fitness max: 2.9999997760570336 (6 nodes, 6 edges) - - fitness mean: 2.622925366928535 (σ = 0.4336853041619988) + - fitness max: 3.2092822044422378 (5 nodes, 5 edges) + - fitness mean: 2.8669833936774616 (σ = 0.3809570136851289) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 6 | 17 | 57 | 0.1765 - 2 | 6 | 12 | 83 | 0.2500 + 0 | 6 | 30 | 145 | 0.1056 --------------------------------- [Generation 8] # Evaluation result - - fitness max: 2.9999998520310385 (5 nodes, 4 edges) - - fitness mean: 2.673749122125044 (σ = 0.4293695214941089) + - fitness max: 3.2228427373619954 (5 nodes, 5 edges) + - fitness mean: 2.8835430013478005 (σ = 0.3919541046403931) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 7 | 17 | 57 | 0.1765 - 2 | 7 | 12 | 83 | 0.2500 + 0 | 7 | 30 | 145 | 0.1062 --------------------------------- [Generation 9] # Evaluation result - - fitness max: 2.9999999886713065 (6 nodes, 5 edges) - - fitness mean: 2.6992564762755817 (σ = 0.4133878006246666) + - fitness max: 3.2341547523217766 (5 nodes, 5 edges) + - fitness mean: 2.865414278362106 (σ = 0.39493531946393634) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 8 | 17 | 57 | 0.1765 - 2 | 8 | 12 | 83 | 0.2500 + 0 | 8 | 29 | 145 | 0.1106 --------------------------------- [Generation 10] # Evaluation result - - fitness max: 2.9999999886713065 (6 nodes, 5 edges) - - fitness mean: 2.6846011328738095 (σ = 0.4321763672794008) + - fitness max: 3.2341547523217766 (5 nodes, 5 edges) + - fitness mean: 2.8919415582207737 (σ = 0.4269641977959887) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 9 | 16 | 62 | 0.1875 - 2 | 9 | 13 | 78 | 0.2308 + 0 | 9 | 29 | 145 | 0.1111 --------------------------------- [Generation 11] # Evaluation result - - fitness max: 2.999999995436818 (6 nodes, 5 edges) - - fitness mean: 2.6420090746271128 (σ = 0.4351941504478197) + - fitness max: 3.235421130830656 (5 nodes, 4 edges) + - fitness mean: 2.950902828640645 (σ = 0.39069606024555725) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 10 | 18 | 53 | 0.1667 - 2 | 10 | 11 | 87 | 0.2727 + 0 | 10 | 29 | 145 | 0.1112 --------------------------------- [Generation 12] # Evaluation result - - fitness max: 2.9999999980277767 (7 nodes, 5 edges) - - fitness mean: 2.7438970625771293 (σ = 0.3993188620287404) + - fitness max: 3.245596328376857 (5 nodes, 4 edges) + - fitness mean: 2.8711711547452046 (σ = 0.43036730600828743) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 11 | 16 | 62 | 0.1875 - 2 | 11 | 13 | 78 | 0.2308 + 0 | 11 | 30 | 145 | 0.1077 --------------------------------- [Generation 13] # Evaluation result - - fitness max: 2.9999999996408024 (6 nodes, 5 edges) - - fitness mean: 2.649375560585602 (σ = 0.4443515093061225) + - fitness max: 3.309257425908961 (5 nodes, 6 edges) + - fitness mean: 2.7752081770375736 (σ = 0.4796044537927565) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 12 | 19 | 48 | 0.1579 - 2 | 12 | 10 | 92 | 0.3000 + 0 | 12 | 30 | 145 | 0.1079 --------------------------------- [Generation 14] # Evaluation result - - fitness max: 3.0007473418671697 (5 nodes, 5 edges) - - fitness mean: 2.6668561350667606 (σ = 0.43381694181351316) + - fitness max: 3.317976248448088 (5 nodes, 6 edges) + - fitness mean: 2.8372723185094717 (σ = 0.4344922677942181) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 13 | 17 | 57 | 0.1765 - 2 | 13 | 12 | 83 | 0.2500 + 0 | 13 | 29 | 145 | 0.1120 --------------------------------- [Generation 15] # Evaluation result - - fitness max: 3.0140063190274318 (5 nodes, 4 edges) - - fitness mean: 2.6909490988525535 (σ = 0.42947160706412574) + - fitness max: 3.320907243208008 (5 nodes, 6 edges) + - fitness mean: 2.9371386377477506 (σ = 0.3660927743974419) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 14 | 17 | 57 | 0.1765 - 2 | 14 | 12 | 83 | 0.2500 + 0 | 14 | 30 | 145 | 0.1096 --------------------------------- [Generation 16] # Evaluation result - - fitness max: 3.0140063190274318 (5 nodes, 4 edges) - - fitness mean: 2.663068967157325 (σ = 0.441207463479072) + - fitness max: 3.321295800807323 (5 nodes, 6 edges) + - fitness mean: 3.006012044493016 (σ = 0.36790250916655576) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 15 | 18 | 53 | 0.1668 - 2 | 15 | 11 | 87 | 0.2727 + 0 | 15 | 29 | 145 | 0.1144 --------------------------------- [Generation 17] # Evaluation result - - fitness max: 3.0273009011970826 (5 nodes, 4 edges) - - fitness mean: 2.6636255459462403 (σ = 0.4422827168129312) + - fitness max: 3.3235489692404565 (5 nodes, 6 edges) + - fitness mean: 3.0482954800161233 (σ = 0.3052532179976495) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 16 | 17 | 55 | 0.1769 - 2 | 16 | 11 | 85 | 0.2727 + 0 | 16 | 29 | 145 | 0.1145 --------------------------------- [Generation 18] # Evaluation result - - fitness max: 3.0428599893870336 (5 nodes, 4 edges) - - fitness mean: 2.677300564665522 (σ = 0.43035324621495996) + - fitness max: 3.3250616821223513 (5 nodes, 5 edges) + - fitness mean: 3.0299879575325233 (σ = 0.3258152714879372) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 17 | 18 | 53 | 0.1675 - 2 | 17 | 11 | 87 | 0.2727 + 0 | 17 | 30 | 145 | 0.1107 --------------------------------- [Generation 19] # Evaluation result - - fitness max: 3.069815149772884 (5 nodes, 4 edges) - - fitness mean: 2.607601012919705 (σ = 0.46308222703453433) + - fitness max: 3.3259866522674955 (5 nodes, 6 edges) + - fitness mean: 3.0126687906081693 (σ = 0.3298107904157884) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 18 | 17 | 58 | 0.1781 - 2 | 18 | 12 | 82 | 0.2500 + 0 | 18 | 30 | 145 | 0.1108 --------------------------------- [Generation 20] # Evaluation result - - fitness max: 3.069815149772884 (5 nodes, 4 edges) - - fitness mean: 2.6594941952206925 (σ = 0.4440284071287295) + - fitness max: 3.3263194171383628 (5 nodes, 5 edges) + - fitness mean: 2.9722468191129074 (σ = 0.3493028058159703) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 19 | 18 | 56 | 0.1687 - 2 | 19 | 12 | 84 | 0.2500 + 0 | 19 | 29 | 145 | 0.1146 --------------------------------- [Generation 21] # Evaluation result - - fitness max: 3.092652687596976 (5 nodes, 4 edges) - - fitness mean: 2.678685071058213 (σ = 0.44340208228099237) + - fitness max: 3.3271189134526185 (5 nodes, 5 edges) + - fitness mean: 2.94360706020227 (σ = 0.3799368207339875) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 20 | 17 | 58 | 0.1797 - 2 | 20 | 12 | 82 | 0.2500 + 0 | 20 | 29 | 145 | 0.1146 --------------------------------- [Generation 22] # Evaluation result - - fitness max: 3.149426800837491 (5 nodes, 4 edges) - - fitness mean: 2.7038138157792235 (σ = 0.43641093607764564) + - fitness max: 3.3301809358403935 (5 nodes, 5 edges) + - fitness mean: 3.0098903091016216 (σ = 0.3522745083165098) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 21 | 17 | 58 | 0.1813 - 2 | 21 | 12 | 82 | 0.2500 + 0 | 21 | 29 | 145 | 0.1147 --------------------------------- [Generation 23] # Evaluation result - - fitness max: 3.149426800837491 (5 nodes, 4 edges) - - fitness mean: 2.7278913346505496 (σ = 0.43498355956331425) + - fitness max: 3.3301809358403935 (5 nodes, 5 edges) + - fitness mean: 2.943700852803828 (σ = 0.3750744509763806) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 22 | 17 | 59 | 0.1822 - 2 | 22 | 12 | 81 | 0.2500 + 0 | 22 | 30 | 145 | 0.1109 --------------------------------- [Generation 24] # Evaluation result - - fitness max: 3.1556893598257933 (5 nodes, 4 edges) - - fitness mean: 2.6605163203944393 (σ = 0.4616317709638477) + - fitness max: 3.3309310387197986 (5 nodes, 5 edges) + - fitness mean: 2.9550126855778798 (σ = 0.38870711563735233) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 23 | 18 | 54 | 0.1728 - 2 | 23 | 11 | 86 | 0.2727 + 0 | 23 | 30 | 145 | 0.1109 --------------------------------- [Generation 25] # Evaluation result - - fitness max: 3.183924531567136 (5 nodes, 4 edges) - - fitness mean: 2.6658560666112643 (σ = 0.4468652956767488) + - fitness max: 3.330966741319397 (5 nodes, 5 edges) + - fitness mean: 3.036919027275713 (σ = 0.3334859087877401) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 24 | 18 | 54 | 0.1741 - 2 | 24 | 11 | 86 | 0.2727 + 0 | 24 | 30 | 145 | 0.1110 --------------------------------- [Generation 26] # Evaluation result - - fitness max: 3.1974390401145705 (5 nodes, 4 edges) - - fitness mean: 2.6727289901924944 (σ = 0.46562562808803554) + - fitness max: 3.330966741319397 (5 nodes, 5 edges) + - fitness mean: 2.920997203731663 (σ = 0.3567351452238067) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 25 | 17 | 59 | 0.1860 - 2 | 25 | 12 | 81 | 0.2500 + 0 | 25 | 30 | 145 | 0.1110 --------------------------------- [Generation 27] # Evaluation result - - fitness max: 3.249201199247998 (5 nodes, 4 edges) - - fitness mean: 2.6378734173112846 (σ = 0.4905955677885171) + - fitness max: 3.425354103511646 (5 nodes, 6 edges) + - fitness mean: 2.9612550507466535 (σ = 0.3910814411963038) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 26 | 19 | 50 | 0.1672 - 2 | 26 | 10 | 90 | 0.3000 + 0 | 26 | 30 | 145 | 0.1111 --------------------------------- [Generation 28] # Evaluation result - - fitness max: 3.249201199247998 (5 nodes, 4 edges) - - fitness mean: 2.700367634677354 (σ = 0.4590246366623746) + - fitness max: 3.4340744138157295 (6 nodes, 7 edges) + - fitness mean: 2.9722468473043926 (σ = 0.3907943805808964) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 27 | 15 | 69 | 0.2127 - 2 | 27 | 14 | 71 | 0.2143 + 0 | 27 | 30 | 145 | 0.1117 --------------------------------- [Generation 29] # Evaluation result - - fitness max: 3.249345972473381 (5 nodes, 4 edges) - - fitness mean: 2.727875851128773 (σ = 0.45365343381396805) + - fitness max: 3.437197696209821 (5 nodes, 5 edges) + - fitness mean: 2.999293973658602 (σ = 0.42645124028391784) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 28 | 17 | 60 | 0.1890 - 2 | 28 | 12 | 80 | 0.2500 + 0 | 28 | 30 | 145 | 0.1142 --------------------------------- [Generation 30] # Evaluation result - - fitness max: 3.249576334605535 (5 nodes, 4 edges) - - fitness mean: 2.6629111085884483 (σ = 0.4895232242216538) + - fitness max: 3.4691196837361113 (6 nodes, 6 edges) + - fitness mean: 3.064313730641229 (σ = 0.3998845699505387) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 29 | 17 | 60 | 0.1904 - 2 | 29 | 12 | 80 | 0.2500 + 0 | 29 | 30 | 145 | 0.1146 --------------------------------- [Generation 31] # Evaluation result - - fitness max: 3.2496165113311477 (5 nodes, 4 edges) - - fitness mean: 2.6805666228207077 (σ = 0.48467900916299717) + - fitness max: 3.482098715452004 (6 nodes, 7 edges) + - fitness mean: 3.085630790096524 (σ = 0.40911544256031096) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 30 | 16 | 65 | 0.2031 - 2 | 30 | 13 | 75 | 0.2308 + 0 | 30 | 30 | 145 | 0.1152 --------------------------------- [Generation 32] # Evaluation result - - fitness max: 3.2498439021763526 (5 nodes, 4 edges) - - fitness mean: 2.627386916284994 (σ = 0.47979691300727056) + - fitness max: 3.4907164396577772 (7 nodes, 10 edges) + - fitness mean: 3.010319832003105 (σ = 0.39544877296867165) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 31 | 18 | 55 | 0.1805 - 2 | 31 | 11 | 85 | 0.2727 + 0 | 31 | 30 | 145 | 0.1159 --------------------------------- [Generation 33] # Evaluation result - - fitness max: 3.2498457187628325 (5 nodes, 4 edges) - - fitness mean: 2.594167661881409 (σ = 0.4785329157816049) + - fitness max: 3.4936780224716615 (5 nodes, 5 edges) + - fitness mean: 3.0562551323565144 (σ = 0.4165494366997809) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 32 | 17 | 60 | 0.1912 - 2 | 32 | 12 | 80 | 0.2500 + 0 | 32 | 30 | 145 | 0.1162 --------------------------------- [Generation 34] # Evaluation result - - fitness max: 3.2498530641564307 (5 nodes, 4 edges) - - fitness mean: 2.622485341372518 (σ = 0.48957066356010437) + - fitness max: 3.494471378398669 (7 nodes, 10 edges) + - fitness mean: 3.1539700398399706 (σ = 0.43395490691043315) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 33 | 18 | 55 | 0.1805 - 2 | 33 | 11 | 85 | 0.2727 + 0 | 33 | 30 | 145 | 0.1164 --------------------------------- [Generation 35] # Evaluation result - - fitness max: 3.4981890073975976 (5 nodes, 5 edges) - - fitness mean: 2.664601282401582 (σ = 0.5008071125189654) + - fitness max: 3.494471378398669 (7 nodes, 10 edges) + - fitness mean: 3.1058219329885164 (σ = 0.4452794032398678) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 34 | 16 | 65 | 0.2041 - 2 | 34 | 13 | 75 | 0.2308 + 0 | 34 | 30 | 145 | 0.1164 --------------------------------- [Generation 36] # Evaluation result - - fitness max: 3.4981890073975976 (5 nodes, 5 edges) - - fitness mean: 2.644701091483612 (σ = 0.5079613124044476) + - fitness max: 3.496609763250183 (5 nodes, 5 edges) + - fitness mean: 3.091097949879968 (σ = 0.4693468298058087) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 35 | 18 | 56 | 0.1842 - 2 | 35 | 11 | 84 | 0.2727 + 0 | 35 | 30 | 145 | 0.1165 --------------------------------- [Generation 37] # Evaluation result - - fitness max: 3.498466019577485 (5 nodes, 5 edges) - - fitness mean: 2.6947803243128803 (σ = 0.5158275354168435) + - fitness max: 3.496609763250183 (5 nodes, 5 edges) + - fitness mean: 3.071534703827028 (σ = 0.4687720269323306) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 36 | 17 | 63 | 0.2054 - 2 | 36 | 12 | 77 | 0.2500 + 0 | 36 | 30 | 145 | 0.1165 --------------------------------- [Generation 38] # Evaluation result - - fitness max: 3.498466019577485 (5 nodes, 5 edges) - - fitness mean: 2.6642879976914977 (σ = 0.5053539626712803) + - fitness max: 3.4980937156172818 (7 nodes, 9 edges) + - fitness mean: 3.046465565289916 (σ = 0.4664813411636006) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 37 | 19 | 53 | 0.1841 - 2 | 37 | 10 | 87 | 0.3000 + 0 | 37 | 30 | 145 | 0.1165 --------------------------------- [Generation 39] # Evaluation result - - fitness max: 3.4989713694981983 (5 nodes, 5 edges) - - fitness mean: 2.7098771290259975 (σ = 0.5211305957717481) + - fitness max: 3.498274030486217 (7 nodes, 9 edges) + - fitness mean: 2.9775655192259465 (σ = 0.4895214516575988) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 38 | 16 | 68 | 0.2186 - 2 | 38 | 13 | 72 | 0.2308 + 0 | 38 | 30 | 145 | 0.1166 --------------------------------- [Generation 40] # Evaluation result - - fitness max: 3.4989713694981983 (5 nodes, 5 edges) - - fitness mean: 2.7834636582211068 (σ = 0.5204574674877905) + - fitness max: 3.6850494740349973 (7 nodes, 10 edges) + - fitness mean: 3.0720808885438533 (σ = 0.46904881679722094) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 39 | 19 | 53 | 0.1841 - 2 | 39 | 10 | 87 | 0.3000 + 0 | 39 | 30 | 145 | 0.1168 --------------------------------- [Generation 41] # Evaluation result - - fitness max: 3.4992607436930765 (5 nodes, 5 edges) - - fitness mean: 2.7068036232590855 (σ = 0.5706124227919843) + - fitness max: 3.685987513513449 (7 nodes, 9 edges) + - fitness mean: 3.1663937603973493 (σ = 0.43963752885297464) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 40 | 17 | 63 | 0.2058 - 2 | 40 | 12 | 77 | 0.2500 + 0 | 40 | 30 | 145 | 0.1181 --------------------------------- [Generation 42] # Evaluation result - - fitness max: 3.4992607436930765 (5 nodes, 5 edges) - - fitness mean: 2.7340171764166215 (σ = 0.5590328707587303) + - fitness max: 3.719634170650876 (8 nodes, 12 edges) + - fitness mean: 3.171591723985659 (σ = 0.5082054149859108) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 41 | 19 | 53 | 0.1842 - 2 | 41 | 10 | 87 | 0.3000 + 0 | 41 | 30 | 145 | 0.1230 --------------------------------- [Generation 43] # Evaluation result - - fitness max: 3.4992607436930765 (5 nodes, 5 edges) - - fitness mean: 2.7095181574741916 (σ = 0.5477548137081083) + - fitness max: 3.7200233780246594 (8 nodes, 12 edges) + - fitness mean: 3.337443377801932 (σ = 0.43363030990882645) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 42 | 18 | 58 | 0.1944 - 2 | 42 | 11 | 82 | 0.2727 + 0 | 42 | 30 | 145 | 0.1234 --------------------------------- [Generation 44] # Evaluation result - - fitness max: 3.499440458006041 (5 nodes, 5 edges) - - fitness mean: 2.7062016969712714 (σ = 0.5488591395294649) + - fitness max: 3.877548655414341 (6 nodes, 9 edges) + - fitness mean: 3.3348619830708204 (σ = 0.484122015261899) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 43 | 19 | 53 | 0.1842 - 2 | 43 | 10 | 87 | 0.3000 + 0 | 43 | 30 | 145 | 0.1242 --------------------------------- [Generation 45] # Evaluation result - - fitness max: 3.499546726400783 (5 nodes, 5 edges) - - fitness mean: 2.708007444439128 (σ = 0.5733272600335751) + - fitness max: 3.877548655414341 (6 nodes, 9 edges) + - fitness mean: 3.417755546399663 (σ = 0.42326092504229773) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 44 | 17 | 63 | 0.2058 - 2 | 44 | 12 | 77 | 0.2500 + 0 | 44 | 30 | 145 | 0.1245 --------------------------------- [Generation 46] # Evaluation result - - fitness max: 3.499670486328174 (5 nodes, 5 edges) - - fitness mean: 2.7452111562363126 (σ = 0.522671740725244) + - fitness max: 3.8793649971516015 (6 nodes, 9 edges) + - fitness mean: 3.3856393042755024 (σ = 0.47836280565956674) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 45 | 19 | 53 | 0.1842 - 2 | 45 | 10 | 87 | 0.3000 + 0 | 45 | 30 | 145 | 0.1262 --------------------------------- [Generation 47] # Evaluation result - - fitness max: 3.499672674408106 (5 nodes, 5 edges) - - fitness mean: 2.662651600463024 (σ = 0.532149413979657) + - fitness max: 3.883679965763837 (6 nodes, 10 edges) + - fitness mean: 3.431390558705946 (σ = 0.5017892111508272) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 46 | 17 | 63 | 0.2058 - 2 | 46 | 12 | 77 | 0.2500 + 0 | 46 | 30 | 145 | 0.1287 --------------------------------- [Generation 48] # Evaluation result - - fitness max: 3.7268597425601877 (5 nodes, 6 edges) - - fitness mean: 2.7890169142498116 (σ = 0.48036237932291265) + - fitness max: 3.9452994981108076 (6 nodes, 9 edges) + - fitness mean: 3.447281260524128 (σ = 0.4633547621250272) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 47 | 16 | 68 | 0.2196 - 2 | 47 | 13 | 72 | 0.2308 + 0 | 47 | 30 | 145 | 0.1294 --------------------------------- [Generation 49] # Evaluation result - - fitness max: 3.7271166898889714 (5 nodes, 6 edges) - - fitness mean: 2.7738487092159665 (σ = 0.5378384759952223) + - fitness max: 3.95805190020094 (6 nodes, 9 edges) + - fitness mean: 3.4794779435033996 (σ = 0.46349184709273256) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 48 | 18 | 58 | 0.1972 - 2 | 48 | 11 | 82 | 0.2727 + 0 | 48 | 30 | 145 | 0.1299 --------------------------------- [Generation 50] # Evaluation result - - fitness max: 3.732839785556956 (5 nodes, 6 edges) - - fitness mean: 2.7592678811118416 (σ = 0.5721457365468241) + - fitness max: 3.9674417543419627 (7 nodes, 12 edges) + - fitness mean: 3.545593334176023 (σ = 0.4525008279215768) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 49 | 17 | 64 | 0.2142 - 2 | 49 | 12 | 76 | 0.2500 + 0 | 49 | 30 | 145 | 0.1314 --------------------------------- [Generation 51] # Evaluation result - - fitness max: 3.734835375370987 (5 nodes, 6 edges) - - fitness mean: 2.850505654508884 (σ = 0.6014175047942638) + - fitness max: 3.9674417543419627 (7 nodes, 12 edges) + - fitness mean: 3.5224045456092132 (σ = 0.46661467090273334) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 50 | 18 | 60 | 0.2072 - 2 | 50 | 11 | 80 | 0.2727 + 0 | 50 | 30 | 145 | 0.1319 --------------------------------- [Generation 52] # Evaluation result - - fitness max: 3.7387421292943275 (5 nodes, 6 edges) - - fitness mean: 2.8113455479857996 (σ = 0.5670909585228914) + - fitness max: 3.9778913255906736 (6 nodes, 10 edges) + - fitness mean: 3.5469555881767496 (σ = 0.48337185959839013) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 51 | 17 | 65 | 0.2195 - 2 | 51 | 12 | 75 | 0.2500 + 0 | 51 | 30 | 145 | 0.1322 --------------------------------- [Generation 53] # Evaluation result - - fitness max: 3.7388517545545206 (5 nodes, 6 edges) - - fitness mean: 2.8715679915406707 (σ = 0.5651929792048216) + - fitness max: 3.9823515857341483 (6 nodes, 10 edges) + - fitness mean: 3.56382040573601 (σ = 0.4838398279138661) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 52 | 18 | 60 | 0.2075 - 2 | 52 | 11 | 80 | 0.2727 + 0 | 52 | 30 | 145 | 0.1324 --------------------------------- [Generation 54] # Evaluation result - - fitness max: 3.741596822749895 (5 nodes, 6 edges) - - fitness mean: 2.7955410525814903 (σ = 0.5933369498342133) + - fitness max: 3.9823515857341483 (6 nodes, 10 edges) + - fitness mean: 3.459777376632713 (σ = 0.5023108493401113) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 53 | 19 | 55 | 0.1967 - 2 | 53 | 10 | 85 | 0.3000 + 0 | 53 | 30 | 145 | 0.1326 --------------------------------- [Generation 55] # Evaluation result - - fitness max: 3.741596822749895 (5 nodes, 6 edges) - - fitness mean: 2.8625367039156946 (σ = 0.555586021024548) + - fitness max: 3.9831696507311802 (6 nodes, 10 edges) + - fitness mean: 3.5439196759021003 (σ = 0.5235287311649094) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 54 | 16 | 70 | 0.2336 - 2 | 54 | 13 | 70 | 0.2308 + 0 | 54 | 30 | 145 | 0.1327 --------------------------------- [Generation 56] # Evaluation result - - fitness max: 3.7418277708262844 (5 nodes, 6 edges) - - fitness mean: 2.8973687676776683 (σ = 0.5980093449117817) + - fitness max: 3.984916348723438 (6 nodes, 10 edges) + - fitness mean: 3.6428342747160065 (σ = 0.4476449828690875) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 55 | 19 | 51 | 0.1968 - 2 | 55 | 9 | 89 | 0.3333 + 0 | 55 | 30 | 145 | 0.1327 --------------------------------- [Generation 57] # Evaluation result - - fitness max: 3.7435030362884953 (5 nodes, 6 edges) - - fitness mean: 2.8195692560343826 (σ = 0.5486582188700639) + - fitness max: 3.9858475439042387 (6 nodes, 9 edges) + - fitness mean: 3.4470947626358703 (σ = 0.5448510670572279) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 56 | 16 | 70 | 0.2338 - 2 | 56 | 13 | 70 | 0.2308 + 0 | 56 | 30 | 145 | 0.1328 --------------------------------- [Generation 58] # Evaluation result - - fitness max: 3.7435030362884953 (5 nodes, 6 edges) - - fitness mean: 2.815970634897947 (σ = 0.5565923111001715) + - fitness max: 3.98618070812146 (6 nodes, 10 edges) + - fitness mean: 3.534969026964875 (σ = 0.5597401348920668) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 57 | 17 | 62 | 0.2201 - 2 | 57 | 11 | 78 | 0.2727 + 0 | 57 | 30 | 145 | 0.1328 --------------------------------- [Generation 59] # Evaluation result - - fitness max: 3.7438377350503274 (5 nodes, 6 edges) - - fitness mean: 2.794955305714905 (σ = 0.6175164148210488) + - fitness max: 3.9880117308868157 (6 nodes, 9 edges) + - fitness mean: 3.5637280878968394 (σ = 0.548530307457268) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 58 | 20 | 50 | 0.1871 - 2 | 58 | 9 | 90 | 0.3333 + 0 | 58 | 29 | 145 | 0.1374 --------------------------------- [Generation 60] # Evaluation result - - fitness max: 3.745557412617877 (5 nodes, 6 edges) - - fitness mean: 2.6917889113208417 (σ = 0.5882237017209188) + - fitness max: 3.9880117308868157 (6 nodes, 9 edges) + - fitness mean: 3.415421298383785 (σ = 0.5482466644633199) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 59 | 17 | 65 | 0.2201 - 2 | 59 | 12 | 75 | 0.2500 + 0 | 59 | 30 | 145 | 0.1329 --------------------------------- [Generation 61] # Evaluation result - - fitness max: 3.745557412617877 (5 nodes, 6 edges) - - fitness mean: 2.805409185233812 (σ = 0.6270231921858462) + - fitness max: 3.990328059372305 (6 nodes, 10 edges) + - fitness mean: 3.5144913964287676 (σ = 0.5282072976515382) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 60 | 18 | 60 | 0.2080 - 2 | 60 | 11 | 80 | 0.2727 + 0 | 60 | 30 | 145 | 0.1329 --------------------------------- [Generation 62] # Evaluation result - - fitness max: 3.745557412617877 (5 nodes, 6 edges) - - fitness mean: 2.8807833619745264 (σ = 0.6100129889425235) + - fitness max: 3.9911839150056885 (6 nodes, 9 edges) + - fitness mean: 3.5369093242794065 (σ = 0.510264801426107) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 61 | 17 | 65 | 0.2202 - 2 | 61 | 12 | 75 | 0.2500 + 0 | 61 | 30 | 145 | 0.1329 --------------------------------- [Generation 63] # Evaluation result - - fitness max: 3.834501826986143 (5 nodes, 7 edges) - - fitness mean: 2.842450697143067 (σ = 0.5817221814825032) + - fitness max: 3.9940818979183743 (6 nodes, 10 edges) + - fitness mean: 3.4964583659876225 (σ = 0.5223325397100747) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 62 | 18 | 60 | 0.2083 - 2 | 62 | 11 | 80 | 0.2727 + 0 | 62 | 30 | 145 | 0.1330 --------------------------------- [Generation 64] # Evaluation result - - fitness max: 3.882197884215594 (5 nodes, 7 edges) - - fitness mean: 2.786270270679155 (σ = 0.6335052099927514) + - fitness max: 3.9949639043685816 (6 nodes, 10 edges) + - fitness mean: 3.4455604612116 (σ = 0.6024302685398093) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 63 | 19 | 55 | 0.1977 - 2 | 63 | 10 | 85 | 0.3000 + 0 | 63 | 30 | 145 | 0.1330 --------------------------------- [Generation 65] # Evaluation result - - fitness max: 3.8887984961687487 (5 nodes, 7 edges) - - fitness mean: 2.7827753060725247 (σ = 0.6200023587733287) + - fitness max: 3.995560562715457 (6 nodes, 10 edges) + - fitness mean: 3.5064847794173843 (σ = 0.5531245294802086) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 64 | 17 | 65 | 0.2228 - 2 | 64 | 12 | 75 | 0.2500 + 0 | 64 | 29 | 145 | 0.1377 --------------------------------- [Generation 66] # Evaluation result - - fitness max: 3.9007923784834064 (5 nodes, 7 edges) - - fitness mean: 2.845316549510638 (σ = 0.6670386335234023) + - fitness max: 3.996181314262229 (6 nodes, 10 edges) + - fitness mean: 3.422921497190978 (σ = 0.6299139499419041) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 65 | 19 | 56 | 0.2040 - 2 | 65 | 10 | 84 | 0.3000 + 0 | 65 | 30 | 145 | 0.1331 --------------------------------- [Generation 67] # Evaluation result - - fitness max: 3.9038923276481063 (5 nodes, 7 edges) - - fitness mean: 2.8460957900270407 (σ = 0.616228617716497) + - fitness max: 3.9975606530097676 (6 nodes, 10 edges) + - fitness mean: 3.460704649083391 (σ = 0.6261991252863327) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 66 | 16 | 71 | 0.2432 - 2 | 66 | 13 | 69 | 0.2308 + 0 | 66 | 30 | 145 | 0.1332 --------------------------------- [Generation 68] # Evaluation result - - fitness max: 3.9071392042441393 (5 nodes, 7 edges) - - fitness mean: 2.9354924144300973 (σ = 0.6507676799196299) + - fitness max: 3.9975606530097676 (6 nodes, 10 edges) + - fitness mean: 3.51525801605777 (σ = 0.5756540658740916) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 67 | 19 | 56 | 0.2051 - 2 | 67 | 10 | 84 | 0.3000 + 0 | 67 | 30 | 145 | 0.1332 --------------------------------- [Generation 69] # Evaluation result - - fitness max: 3.9345418541972004 (5 nodes, 7 edges) - - fitness mean: 2.8614747106894756 (σ = 0.6439581719087664) + - fitness max: 3.998417191112044 (7 nodes, 12 edges) + - fitness mean: 3.559835545792107 (σ = 0.5778725013518954) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 68 | 16 | 71 | 0.2441 - 2 | 68 | 13 | 69 | 0.2308 + 0 | 68 | 29 | 145 | 0.1378 --------------------------------- [Generation 70] # Evaluation result - - fitness max: 3.9362355575015857 (5 nodes, 7 edges) - - fitness mean: 2.958050033702005 (σ = 0.6237045951169272) + - fitness max: 3.998490368928894 (7 nodes, 12 edges) + - fitness mean: 3.4823424332533377 (σ = 0.5995690527645634) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 69 | 19 | 56 | 0.2059 - 2 | 69 | 10 | 84 | 0.3000 + 0 | 69 | 30 | 145 | 0.1333 --------------------------------- [Generation 71] # Evaluation result - - fitness max: 3.937553346272766 (5 nodes, 7 edges) - - fitness mean: 2.873837269939571 (σ = 0.65675579744659) + - fitness max: 3.999492531878507 (7 nodes, 12 edges) + - fitness mean: 3.4853669006330916 (σ = 0.5825168277101539) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 70 | 17 | 67 | 0.2306 - 2 | 70 | 12 | 73 | 0.2500 + 0 | 70 | 30 | 145 | 0.1333 --------------------------------- [Generation 72] # Evaluation result - - fitness max: 3.954298245835223 (5 nodes, 7 edges) - - fitness mean: 2.9628122964442825 (σ = 0.6549608122533725) + - fitness max: 3.9996795312868545 (7 nodes, 13 edges) + - fitness mean: 3.6011762114054195 (σ = 0.5195577191903633) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 71 | 18 | 58 | 0.2184 - 2 | 71 | 10 | 82 | 0.3000 + 0 | 71 | 30 | 145 | 0.1333 --------------------------------- [Generation 73] # Evaluation result - - fitness max: 3.954298245835223 (5 nodes, 7 edges) - - fitness mean: 2.8634110702795152 (σ = 0.6663098447595999) + - fitness max: 3.9996878479093554 (7 nodes, 13 edges) + - fitness mean: 3.5709989227941565 (σ = 0.5789015888255138) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 72 | 18 | 62 | 0.2189 - 2 | 72 | 11 | 78 | 0.2727 + 0 | 72 | 30 | 145 | 0.1333 --------------------------------- [Generation 74] # Evaluation result - - fitness max: 3.955958955061395 (5 nodes, 7 edges) - - fitness mean: 2.8761949646586062 (σ = 0.7008749339651901) + - fitness max: 3.9997187892698105 (7 nodes, 12 edges) + - fitness mean: 3.502243324147878 (σ = 0.5898326999421275) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 73 | 18 | 62 | 0.2194 - 2 | 73 | 11 | 78 | 0.2727 + 0 | 73 | 30 | 145 | 0.1333 --------------------------------- [Generation 75] # Evaluation result - - fitness max: 3.9594229247510357 (5 nodes, 7 edges) - - fitness mean: 2.8840260453134516 (σ = 0.692338800202676) + - fitness max: 3.9998565279672493 (7 nodes, 12 edges) + - fitness mean: 3.5648578735761416 (σ = 0.5632215743041773) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 74 | 19 | 57 | 0.2082 - 2 | 74 | 10 | 83 | 0.3000 + 0 | 74 | 29 | 145 | 0.1379 --------------------------------- [Generation 76] # Evaluation result - - fitness max: 3.9605005127159876 (5 nodes, 7 edges) - - fitness mean: 2.878883175421112 (σ = 0.7089811354314924) + - fitness max: 3.9998738229058555 (7 nodes, 12 edges) + - fitness mean: 3.4981496974201756 (σ = 0.6076982285459914) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 75 | 18 | 65 | 0.2199 - 2 | 75 | 12 | 75 | 0.2500 + 0 | 75 | 30 | 145 | 0.1333 --------------------------------- [Generation 77] # Evaluation result - - fitness max: 3.974001466725964 (5 nodes, 7 edges) - - fitness mean: 2.888853200179678 (σ = 0.727137445041188) + - fitness max: 3.9999321095796936 (7 nodes, 12 edges) + - fitness mean: 3.5626294086050634 (σ = 0.5960401802019856) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 76 | 19 | 57 | 0.2084 - 2 | 76 | 10 | 83 | 0.3000 + 0 | 76 | 30 | 145 | 0.1333 --------------------------------- [Generation 78] # Evaluation result - - fitness max: 3.974278792233114 (5 nodes, 7 edges) - - fitness mean: 2.829501003640578 (σ = 0.6802508467996294) + - fitness max: 3.9999321095796936 (7 nodes, 12 edges) + - fitness mean: 3.564657244356294 (σ = 0.6127805893519154) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 77 | 17 | 64 | 0.2331 - 2 | 77 | 11 | 76 | 0.2727 + 0 | 77 | 30 | 145 | 0.1333 --------------------------------- [Generation 79] # Evaluation result - - fitness max: 3.976080851523929 (5 nodes, 7 edges) - - fitness mean: 2.8497994224084353 (σ = 0.678956332731741) + - fitness max: 3.9999321095796936 (7 nodes, 12 edges) + - fitness mean: 3.4883525962366155 (σ = 0.5936655922841135) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 78 | 18 | 62 | 0.2203 - 2 | 78 | 11 | 78 | 0.2727 + 0 | 78 | 30 | 145 | 0.1333 --------------------------------- [Generation 80] # Evaluation result - - fitness max: 3.9864266577269993 (5 nodes, 7 edges) - - fitness mean: 2.8274031572783893 (σ = 0.6672398211350872) + - fitness max: 3.99996201353636 (7 nodes, 13 edges) + - fitness mean: 3.5361232567444714 (σ = 0.5479800398028363) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 79 | 19 | 57 | 0.2091 - 2 | 79 | 10 | 83 | 0.3000 + 0 | 79 | 30 | 145 | 0.1333 --------------------------------- [Generation 81] # Evaluation result - - fitness max: 3.9864266577269993 (5 nodes, 7 edges) - - fitness mean: 2.7867882230144514 (σ = 0.6646399592345369) + - fitness max: 3.9999829574677834 (7 nodes, 13 edges) + - fitness mean: 3.5196438076970353 (σ = 0.6223826141491458) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 80 | 18 | 62 | 0.2208 - 2 | 80 | 11 | 78 | 0.2727 + 0 | 80 | 30 | 145 | 0.1333 --------------------------------- [Generation 82] # Evaluation result - - fitness max: 3.9882466757410646 (5 nodes, 7 edges) - - fitness mean: 2.847944771468749 (σ = 0.6762753469277812) + - fitness max: 3.9999829574677834 (7 nodes, 13 edges) + - fitness mean: 3.499359888563642 (σ = 0.6336803200635246) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 81 | 19 | 60 | 0.2094 - 2 | 81 | 11 | 80 | 0.2727 + 0 | 81 | 30 | 145 | 0.1333 --------------------------------- [Generation 83] # Evaluation result - - fitness max: 3.9882466757410646 (5 nodes, 7 edges) - - fitness mean: 2.9307230011093655 (σ = 0.6683729523704862) + - fitness max: 3.9999846696707446 (7 nodes, 13 edges) + - fitness mean: 3.690207959877767 (σ = 0.47308856476768063) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 82 | 17 | 67 | 0.2344 - 2 | 82 | 12 | 73 | 0.2500 + 0 | 82 | 30 | 145 | 0.1333 --------------------------------- [Generation 84] # Evaluation result - - fitness max: 3.9882466757410646 (5 nodes, 7 edges) - - fitness mean: 2.9943767903468195 (σ = 0.6278070814780863) + - fitness max: 3.9999920558567825 (7 nodes, 13 edges) + - fitness mean: 3.555485890991478 (σ = 0.5467922711711792) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 83 | 18 | 62 | 0.2214 - 2 | 83 | 11 | 78 | 0.2727 + 0 | 83 | 30 | 145 | 0.1333 --------------------------------- [Generation 85] # Evaluation result - - fitness max: 3.988814086133319 (5 nodes, 7 edges) - - fitness mean: 2.944372184526216 (σ = 0.7151011139576521) + - fitness max: 3.9999967275131167 (7 nodes, 13 edges) + - fitness mean: 3.489895406458537 (σ = 0.6356160358971507) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 84 | 17 | 67 | 0.2346 - 2 | 84 | 12 | 73 | 0.2500 + 0 | 84 | 30 | 145 | 0.1333 --------------------------------- [Generation 86] # Evaluation result - - fitness max: 3.990316246113633 (5 nodes, 7 edges) - - fitness mean: 2.9113235831169275 (σ = 0.696660349796758) + - fitness max: 3.9999968425410746 (7 nodes, 13 edges) + - fitness mean: 3.497314017327905 (σ = 0.5990896362163675) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 85 | 20 | 52 | 0.1994 - 2 | 85 | 9 | 88 | 0.3333 + 0 | 85 | 30 | 145 | 0.1333 --------------------------------- [Generation 87] # Evaluation result - - fitness max: 3.990316246113633 (5 nodes, 7 edges) - - fitness mean: 2.882099410426246 (σ = 0.7060084848583092) + - fitness max: 3.9999974973094936 (7 nodes, 13 edges) + - fitness mean: 3.5815752608641054 (σ = 0.6005059951306068) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 86 | 17 | 67 | 0.2346 - 2 | 86 | 12 | 73 | 0.2500 + 0 | 86 | 29 | 145 | 0.1379 --------------------------------- [Generation 88] # Evaluation result - - fitness max: 3.990316246113633 (5 nodes, 7 edges) - - fitness mean: 2.971966771465795 (σ = 0.6863187588306614) + - fitness max: 3.9999978956028044 (7 nodes, 13 edges) + - fitness mean: 3.6139627856733365 (σ = 0.5495946370758896) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 87 | 18 | 62 | 0.2216 - 2 | 87 | 11 | 78 | 0.2727 + 0 | 87 | 30 | 145 | 0.1333 --------------------------------- [Generation 89] # Evaluation result - - fitness max: 3.993150931238293 (5 nodes, 7 edges) - - fitness mean: 2.883370521570963 (σ = 0.6788853648539193) + - fitness max: 3.9999978956028044 (7 nodes, 13 edges) + - fitness mean: 3.5655083047340317 (σ = 0.5304617296553745) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 88 | 18 | 62 | 0.2217 - 2 | 88 | 11 | 78 | 0.2727 + 0 | 88 | 30 | 145 | 0.1333 --------------------------------- [Generation 90] # Evaluation result - - fitness max: 3.993150931238293 (5 nodes, 7 edges) - - fitness mean: 2.851629425969456 (σ = 0.6757824305606536) + - fitness max: 3.999998321270052 (7 nodes, 13 edges) + - fitness mean: 3.588235605649987 (σ = 0.541205755402819) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 89 | 18 | 62 | 0.2217 - 2 | 89 | 11 | 78 | 0.2772 + 0 | 89 | 30 | 145 | 0.1333 --------------------------------- [Generation 91] # Evaluation result - - fitness max: 3.993150931238293 (5 nodes, 7 edges) - - fitness mean: 2.9248512511905562 (σ = 0.6721691381075994) + - fitness max: 3.999998867940906 (7 nodes, 13 edges) + - fitness mean: 3.526756775064376 (σ = 0.625627070683313) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 90 | 16 | 70 | 0.2494 - 2 | 90 | 13 | 70 | 0.2433 + 0 | 90 | 30 | 145 | 0.1333 --------------------------------- [Generation 92] # Evaluation result - - fitness max: 3.993150931238293 (5 nodes, 7 edges) - - fitness mean: 3.0889789750142276 (σ = 0.6804251374436193) + - fitness max: 3.999998867940906 (7 nodes, 13 edges) + - fitness mean: 3.5839281511896637 (σ = 0.6060703020834991) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 91 | 17 | 59 | 0.2348 - 2 | 91 | 11 | 81 | 0.3210 + 0 | 91 | 30 | 145 | 0.1333 --------------------------------- [Generation 93] # Evaluation result - - fitness max: 3.9939805669387423 (5 nodes, 7 edges) - - fitness mean: 3.2880547911566165 (σ = 0.5090101542771871) + - fitness max: 3.9999991289601304 (7 nodes, 13 edges) + - fitness mean: 3.519928215325282 (σ = 0.5994702471669012) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 92 | 14 | 76 | 0.2852 - 2 | 92 | 15 | 64 | 0.2401 + 0 | 92 | 30 | 145 | 0.1333 --------------------------------- [Generation 94] # Evaluation result - - fitness max: 3.994865695904234 (5 nodes, 7 edges) - - fitness mean: 3.2193185148020262 (σ = 0.5761308584349112) + - fitness max: 3.9999991838269757 (7 nodes, 13 edges) + - fitness mean: 3.5028925315196724 (σ = 0.6431821250759092) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 93 | 17 | 60 | 0.2349 - 2 | 93 | 12 | 80 | 0.3074 + 0 | 93 | 30 | 145 | 0.1333 --------------------------------- [Generation 95] # Evaluation result - - fitness max: 3.994865695904234 (5 nodes, 7 edges) - - fitness mean: 3.292285808855517 (σ = 0.5355930794545057) + - fitness max: 3.9999992755553233 (7 nodes, 13 edges) + - fitness mean: 3.47954731221559 (σ = 0.659802488144316) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 94 | 16 | 65 | 0.2496 - 2 | 94 | 13 | 75 | 0.2865 + 0 | 94 | 30 | 145 | 0.1333 --------------------------------- [Generation 96] # Evaluation result - - fitness max: 3.9948736557457734 (5 nodes, 7 edges) - - fitness mean: 3.2690430770258057 (σ = 0.6005920544114551) + - fitness max: 3.9999994173143185 (7 nodes, 14 edges) + - fitness mean: 3.4671556845590863 (σ = 0.6465672724111574) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 95 | 16 | 67 | 0.2496 - 2 | 95 | 14 | 73 | 0.2674 + 0 | 95 | 30 | 145 | 0.1333 --------------------------------- [Generation 97] # Evaluation result - - fitness max: 3.9948736557457734 (5 nodes, 7 edges) - - fitness mean: 3.29311500372317 (σ = 0.567826019387513) + - fitness max: 3.9999994896598365 (7 nodes, 13 edges) + - fitness mean: 3.5530892998263583 (σ = 0.6651735607837315) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 96 | 17 | 59 | 0.2350 - 2 | 96 | 12 | 81 | 0.3143 + 0 | 96 | 30 | 145 | 0.1333 --------------------------------- [Generation 98] # Evaluation result - - fitness max: 3.9954936822943665 (5 nodes, 7 edges) - - fitness mean: 3.27641194033064 (σ = 0.5915849848649591) + - fitness max: 3.9999995574891036 (7 nodes, 13 edges) + - fitness mean: 3.473591093279583 (σ = 0.6258859667853884) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 97 | 15 | 68 | 0.2663 - 2 | 97 | 14 | 72 | 0.2766 + 0 | 97 | 30 | 145 | 0.1333 --------------------------------- [Generation 99] # Evaluation result - - fitness max: 3.995931161576633 (5 nodes, 7 edges) - - fitness mean: 3.3062482417181576 (σ = 0.5696861398038512) + - fitness max: 3.9999995574891036 (7 nodes, 13 edges) + - fitness mean: 3.4254404426385334 (σ = 0.6687079033279071) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 98 | 17 | 58 | 0.2350 - 2 | 98 | 12 | 82 | 0.3295 + 0 | 98 | 30 | 145 | 0.1333 --------------------------------- [Generation 100] # Evaluation result - - fitness max: 3.996244370416865 (5 nodes, 7 edges) - - fitness mean: 3.322039687619055 (σ = 0.6818792691771851) + - fitness max: 3.9999995574891036 (7 nodes, 13 edges) + - fitness mean: 3.396096081807236 (σ = 0.7273953672337663) # Speciation result: id | age | size | offspring | adj fit avg. ==================================================== - 0 | 99 | 18 | 53 | 0.2220 - 2 | 99 | 11 | 87 | 0.3632 + 0 | 99 | 30 | 145 | 0.1333 ---------------------------------