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from pyevolve import G1DList
from pyevolve import Mutators, Initializators
from pyevolve import GSimpleGA, Consts
# This is the Sphere Function
def sphere(xlist):
total = 0
for i in xlist:
total += i**2
return total
def run_main():
genome = G1DList.G1DList(140)
genome.setParams(rangemin=-5.12, rangemax=5.13)
genome.initializator.set(Initializators.G1DListInitializatorReal)
genome.mutator.set(Mutators.G1DListMutatorRealGaussian)
genome.evaluator.set(sphere)
ga = GSimpleGA.GSimpleGA(genome, seed=666)
ga.setMinimax(Consts.minimaxType["minimize"])
ga.setGenerations(1500)
ga.setMutationRate(0.01)
ga.evolve(freq_stats=500)
best = ga.bestIndividual()
if __name__ == "__main__":
run_main()
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