def setUp(self):
self.config = {
"max_population":
10,
"bitstring_generation": {
"genome_length": 10
},
"codons": [
"0000", "0001", "0010", "0011", "0100", "0101", "0110", "0111",
"1000", "1001", "1011", "1111"
],
"crossover": {
"method": "ONE_POINT_CROSSOVER",
"probability": 1.0
}
}
generator = BitStringGenerator(self.config)
self.bitstr_1 = generator.generate_random_bitstr()
self.bitstr_2 = generator.generate_random_bitstr()
self.crossover = BitStringCrossover(self.config)
},
"crossover": {
"method": "ONE_POINT_CROSSOVER",
"probability": 0.8
},
"mutation": {
"method": ["POINT_MUTATION"],
"probability": 0.2
}
}
generator = BitStringGenerator(config)
# genetic operators
selection = Selection(config)
crossover = BitStringCrossover(config)
mutation = BitStringMutation(config)
# run GA
population = generator.init()
details = play.play_details(
population=population,
evaluate=evaluate,
functions=None,
selection=selection,
crossover=crossover,
mutation=mutation,
print_func=print_func,
stop_func=stop_func,
config=config,
