用python写一段遗传算法优化
时间: 2023-02-27 07:05:47 浏览: 94
使用遗传算法执行参数优化附python代码.zip
答案:可以使用Python来编写遗传算法优化的代码,如下:# 遗传算法优化
def geneticAlgorithm(population, fitness_fn, mutation_rate):
for generation in range(num_generations):
# 计算适应度
fitness_values = [fitness_fn(chromosome) for chromosome in population]
# 选择
selected = selection(population, fitness_values)
# 重组
population = crossover(selected)
# 变异
population = mutation(population, mutation_rate)
# 返回最优解
return population[0]
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