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"
]
}
self.generator = BitStringGenerator(self.config)
def __init__(self, config, **kwargs):
self.config = config
self.recorder = kwargs.get("recorder", None)
self.generator = BitStringGenerator(self.config)
# mutation stats
self.method = None
self.index = None
self.mutation_probability = None
self.random_probability = None
self.mutated = False
self.before_mutation = None
self.after_mutation = None
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"
]
}
generator = BitStringGenerator(self.config)
self.bitstr_1 = generator.generate_random_bitstr()
self.bitstr_2 = generator.generate_random_bitstr()
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"
],
"mutation": {
"method": ["POINT_MUTATION"],
"probability": 1.0
}
}
generator = BitStringGenerator(self.config)
self.bitstr = generator.generate_random_bitstr()
self.mutation = BitStringMutation(self.config)
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)
],
"selection": {
"method": "TOURNAMENT_SELECTION",
"tournament_size": 2
},
"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,
