#Подключаем необходимые модули
import random
from deap import algorithms, base, creator, tools

#Создание двух типов
creator.create("FitnessMax", base.Fitness, weights=(1.0,))
creator.create("Individual", list, fitness=creator.FitnessMax)

#Определение функции оценки
def evalOneMax(individual):
    return (sum(individual),)

toolbox = base.Toolbox()
toolbox.register("attr_bool", random.randint, 0, 1)
toolbox.register("individual", tools.initRepeat, creator.Individual, toolbox.attr_bool, n=100)
toolbox.register("population", tools.initRepeat, list, toolbox.individual)
toolbox.register("evaluate", evalOneMax)
toolbox.register("mate", tools.cxTwoPoint)
toolbox.register("mutate", tools.mutFlipBit, indpb=0.05)
toolbox.register("select", tools.selTournament, tournsize=3)

if __name__ == "__main__":
    pop = toolbox.population(n=300)
    algorithms.eaSimple(pop, toolbox, cxpb=0.5, mutpb=0.2, ngen=40, verbose=False)
    print(tools.selBest(pop, k=1))