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wls2002
2023-05-05 14:19:13 +08:00
commit 6faa07f507
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utils/default_config.json Normal file
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{
"basic": {
"num_inputs": 2,
"num_outputs": 1,
"init_maximum_nodes": 20,
"expands_coe": 1.5
},
"neat": {
"population": {
"fitness_criterion": "max",
"fitness_threshold": 43.9999,
"generation_limit": 100,
"pop_size": 1000,
"reset_on_extinction": "False"
},
"gene": {
"bias": {
"init_mean": 0.0,
"init_stdev": 1.0,
"max_value": 30.0,
"min_value": -30.0,
"mutate_power": 0.5,
"mutate_rate": 0.7,
"replace_rate": 0.1
},
"response": {
"init_mean": 1.0,
"init_stdev": 0.0,
"max_value": 30.0,
"min_value": -30.0,
"mutate_power": 0.0,
"mutate_rate": 0.0,
"replace_rate": 0.0
},
"activation": {
"default": "sigmoid",
"options": "sigmoid",
"mutate_rate": 0.01
},
"aggregation": {
"default": "sum",
"options": [
"product",
"sum",
"max",
"min",
"median",
"mean"
],
"mutate_rate": 0.01
},
"weight": {
"init_mean": 0.0,
"init_stdev": 1.0,
"max_value": 30.0,
"min_value": -30.0,
"mutate_power": 0.5,
"mutate_rate": 0.8,
"replace_rate": 0.1
},
"enabled": {
"mutate_rate": 0.01
}
},
"genome": {
"compatibility_disjoint_coefficient": 1.0,
"compatibility_weight_coefficient": 0.5,
"feedforward": "True",
"single_structural_mutation": "False",
"conn_add_prob": 0.5,
"conn_delete_prob": 0.5,
"node_add_prob": 0.2,
"node_delete_prob": 0.2
},
"species": {
"compatibility_threshold": 3.5,
"species_fitness_func": "max",
"max_stagnation": 20,
"species_elitism": 2,
"genome_elitism": 2,
"survival_threshold": 0.2,
"min_species_size": 1
}
},
"hyperneat": {
"substrate": {
"type": "feedforward",
"layers": [
3,
10,
10,
1
],
"x_lim": [
-5,
5
],
"y_lim": [
-5,
5
],
"threshold": 0.2,
"max_weight": 5.0
}
},
"es-hyperneat": {
}
}