initialize_population(population_size):
return np.random.uniform(-10, 10, population_size)
def crossover...(parent1, parent2):
crossover_point = np.random.randint(1, len(parent1) - 1)
child1 = np.concatenate...((parent1[:crossover_point], parent2[crossover_point:]))
child2 = np.concatenate((parent2[:crossover_point...], parent1[crossover_point:]))
return child1, child2
def mutate(child, mutation_rate):
mutation_mask...:
child1, child2 = crossover(parent1, parent2)
offspring.extend([mutate