initialization_tsp.py

# First step: Create the first population set
def genesis(city_list, n_population):

    population_set = []
    for i in range(n_population):
        #Randomly generating a new solution
        sol_i = city_list[np.random.choice(list(range(n_cities)), n_cities, replace=False)]
        population_set.append(sol_i)
    return np.array(population_set)