Created
February 16, 2011 01:21
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| #! /usr/bin/env python | |
| from random import choice, randint | |
| def random_chromosome(): | |
| return [randint(0, 1) for i in range(32)] | |
| def calc_fitness(chromo): | |
| return sum(chromo) | |
| def mate(chromo1, chromo2): | |
| return mutate(chromo1[:16] + chromo2[16:]) | |
| def mutate(chromo): | |
| for i in range(2): | |
| chromo[randint(0, 31)] = randint(0, 1) | |
| return chromo | |
| def alphas(arrs): | |
| decorated = [(calc_fitness(chromo), chromo) for chromo in arrs] | |
| decorated.sort(reverse = True) | |
| return [chromo[1] for chromo in decorated][:10] | |
| def is_spartan(chromo): | |
| return sum(chromo) == sum([1] * len(chromo)) | |
| if __name__ == '__main__': | |
| from time import asctime as time | |
| from sys import argv | |
| if len(argv) < 2: | |
| NUM_OFFSPRING = 20 | |
| else: | |
| NUM_OFFSPRING = int(argv[1]) | |
| SPARTAN = [1] * 32 | |
| SEEDS = [random_chromosome() for i in range(NUM_OFFSPRING)] | |
| top10 = alphas(SEEDS) | |
| i = 0 | |
| while not SPARTAN in top10: | |
| print("*** ALPHAS FROM GENERATION: #%i ***" % (i)) | |
| offspring = [] | |
| for j in range(NUM_OFFSPRING): | |
| offspring.append(mate(choice(top10), choice(top10))) | |
| top10 = alphas(offspring) | |
| print(top10) | |
| i += 1 |
Author
- Yes, I should have used that.
- Woops, a hasty mistake, nice catch.
- You're right here too, but this was a deliberate action. What [1] * len(chromo) does is generate the template gene we are matching against. I felt this was more expressive, but I can see how it is confusing.
I've applied changes for the first two, thanks for the suggestions!
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random.choiceNUM_OFFSPRINGmust be converted to intsum([1] * len(chromo))is the same aslen(chromo)