def demonstrate(seed = 42):
random.seed(seed)
logger = NSGAII.log_file('demonsga.log')
pop = [ChromosomeTestImplementation() for i in range(10)]
return NSGAII.nsgaii(pop, 100, logger.log)
def evolveMnist(seed = 42):
logger = NSGAII.log_file('mnistgenerations.log')
pop = chromosome.initialMnistPopulation(40)
sys.stdout.flush()
result = NSGAII.nsgaii(pop, 100, logger.log)
print result
