65 lines
1.8 KiB
Plaintext
65 lines
1.8 KiB
Plaintext
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# NEAT configuration for the fixed-length bit-sequence memory experiment.
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# The `NEAT` section specifies parameters particular to the NEAT algorithm
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# or the experiment itself. This is the only required section.
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[NEAT]
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fitness_criterion = max
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fitness_threshold = 1.0
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pop_size = 100
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reset_on_extinction = 0
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[DefaultGenome]
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num_inputs = 64
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num_hidden = 10
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num_outputs = 3
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initial_connection = partial_direct 0.5
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feed_forward = True
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compatibility_disjoint_coefficient = 1.0
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compatibility_weight_coefficient = 0.6
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conn_add_prob = 0.2
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conn_delete_prob = 0.2
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node_add_prob = 0.2
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node_delete_prob = 0.2
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activation_default = random
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activation_options = abs clamped cube exp gauss hat identity inv log relu sigmoid sin softplus square tanh
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activation_mutate_rate = 0.1
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aggregation_default = sum
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aggregation_options = sum
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aggregation_mutate_rate = 0.1
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bias_init_mean = 0.0
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bias_init_stdev = 1.0
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bias_replace_rate = 0.1
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bias_mutate_rate = 0.7
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bias_mutate_power = 0.5
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bias_max_value = 30.0
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bias_min_value = -30.0
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response_init_mean = 1.0
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response_init_stdev = 0.1
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response_replace_rate = 0.1
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response_mutate_rate = 0.1
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response_mutate_power = 0.1
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response_max_value = 30.0
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response_min_value = -30.0
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weight_max_value = 30
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weight_min_value = -30
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weight_init_mean = 0.0
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weight_init_stdev = 1.0
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weight_mutate_rate = 0.8
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weight_replace_rate = 0.1
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weight_mutate_power = 0.5
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enabled_default = True
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enabled_mutate_rate = 0.01
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[DefaultSpeciesSet]
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compatibility_threshold = 3.1
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[DefaultStagnation]
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species_fitness_func = max
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max_stagnation = 20
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[DefaultReproduction]
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elitism = 5
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survival_threshold = 0.3
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