for seed in SEEDS:
random.seed(seed)
seed_path = "%s/%d" % (mutation_probs_path, seed)
make_dir(seed_path)
if os.path.isfile(seed_path + "/.done"):
continue
best_list = []
avg_list = []
worst_list = []
stddev_list = []
start = time.time()
population = Population.new(config.POPULATION_SIZE, config.REPRESENTATION)
for i in xrange(1, MAX_ITERATIONS + 1):
population.evolve()
stats = population.getStatistics()
best_list.append(stats[0])
avg_list.append(stats[1])
worst_list.append(stats[2])
stddev_list.append(stats[3])
if i in ITERATIONS:
final_path = "%s/%d" % (seed_path, i)
best = population.getBest().getPoints()
make_dir(final_path)
