print "Invalid option"
if option == 1:
problem = Schwefel()
elif option == 2:
problem = TravelingSalesman()
elif option == 3:
problem = Rastrigin()
elif option == 4:
problem = RadioNetwork()
if option >= 1 and option <= 4:
print '[MASTER] Starting'
# Generate the population to create the probabilist models #
pop = util.new_population(problem)
print '[MASTER] Population size: ', len(pop)
# Get the best to use as a model to the others #
best_boy = get_bestest(pop, problem)
## 25% ##
comm.send({'problem': problem, 'models': generate_models(pop, best_boy, 0.25)}, dest=1, tag=0)
## 50% ##
comm.send({'problem': problem, 'models': generate_models(pop, best_boy, 0.50)}, dest=2, tag=0)
## 75% ##
comm.send({'problem': problem, 'models': generate_models(pop, best_boy, 0.75)}, dest=3, tag=0)
## 100% ##
def generate_populations(problem, size):
populations = []
for model_id in xrange(size):
pop = util.new_population(problem)
populations.append(pop)
return populations