def evolution(self):
population = self.initPopulation(self.populationSize)
generations = self.numberOfGenerations
searchDepth = self.searchDepth
for generation in range(generations):
print("Generation " + str(generation) + "\n")
(parents, population) = self.selection(population)
children = self.crossover(parents)
population.append(children[0])
population.append(children[1])
population = self.mutation(population)
Organism.pickleOrganisms(population,
'generation' + str(generation) + '.pkl')
return population