def main2(argv):
datafolder = 'data/'
max_generations = 100000
populations = 1
individuals = 5
genes = 3
mutation_rate = 0.02
initialize_ga = False
try:
opts, args = getopt.getopt(argv,"hid:p:u:g:m:", [])
except getopt.GetoptError:
print 'main.py -i <true/false> -d <datadir> -p <populations> -u <individuals> -g <genes> -m <mutationrate>'
sys.exit(2)
for opt, arg in opts:
if opt == '-i':
initialize_ga = True
elif opt == '-d':
datafolder = arg
elif opt == '-p':
populations = int(arg)
elif opt == '-u':
individuals = int(arg)
elif opt == '-g':
genes = int(arg)
elif opt == '-m':
mutation_rate = float(arg)
generations_path = datafolder + 'generations/'
semaphor_path = datafolder + 'semaphors/'
result_path = datafolder + 'results/'
java_semaphor_file = semaphor_path + 'JAVAKlar.sem'
ga_semaphor_file = semaphor_path + 'GAKlar.sem'
setup_file = datafolder + 'setup.txt'
os.system('clear')
if initialize_ga:
ga = start_ga(populations, individuals, genes, mutation_rate, datafolder, generations_path, semaphor_path, result_path, ga_semaphor_file)
print 'GA initialized.'
sys.exit()
for i in range(max_generations):
while not java_semaphor(java_semaphor_file):
time.sleep(0.1)
print 'Generation', i
ga = pyga.pyga()
ga.import_folder(setup_file, result_path)
ga.run(1)
ga.export_to_file(datafolder)
set_ga_semaphor(ga_semaphor_file)
time.sleep(0.1)
def start_ga(populations, individuals, genes, mutationrate, datafolder, generations_path, semaphor_path, result_path, ga_semaphor_file): # setup the folders if not os.path.exists(datafolder): os.makedirs(datafolder) else: print 'Directory exists:', datafolder print 'Are you sure you want to initialize a GA here?' sys.exit() if not os.path.exists(generations_path): os.makedirs(generations_path) if not os.path.exists(semaphor_path): os.makedirs(semaphor_path) if not os.path.exists(result_path): os.makedirs(result_path) ga = pyga.pyga(populations, individuals, genes, mutationrate) ga.export_setup(datafolder) ga.export_to_file(datafolder) set_ga_semaphor(ga_semaphor_file) return ga
