| [NEAT] |
| fitness_criterion = max |
| fitness_threshold = 100000000 |
| pop_size = 30 |
| reset_on_extinction = True |
|
|
| [DefaultGenome] |
| # node activation options |
| activation_default = tanh |
| activation_mutate_rate = 0.01 |
| activation_options = tanh |
|
|
| # node aggregation options |
| aggregation_default = sum |
| aggregation_mutate_rate = 0.01 |
| aggregation_options = sum |
|
|
| # node bias options |
| bias_init_mean = 0.0 |
| bias_init_stdev = 1.0 |
| bias_max_value = 30.0 |
| bias_min_value = -30.0 |
| bias_mutate_power = 0.5 |
| bias_mutate_rate = 0.7 |
| bias_replace_rate = 0.1 |
|
|
| # genome compatibility options |
| compatibility_disjoint_coefficient = 1.0 |
| compatibility_weight_coefficient = 0.5 |
|
|
| # connection add/remove rates |
| conn_add_prob = 0.5 |
| conn_delete_prob = 0.5 |
|
|
| # connection enable options |
| enabled_default = True |
| enabled_mutate_rate = 0.01 |
|
|
| feed_forward = True |
| initial_connection = full |
|
|
| # node add/remove rates |
| node_add_prob = 0.2 |
| node_delete_prob = 0.2 |
|
|
| # network parameters |
| num_hidden = 0 |
| num_inputs = 5 |
| num_outputs = 4 |
|
|
| # node response options |
| response_init_mean = 1.0 |
| response_init_stdev = 0.0 |
| response_max_value = 30.0 |
| response_min_value = -30.0 |
| response_mutate_power = 0.0 |
| response_mutate_rate = 0.0 |
| response_replace_rate = 0.0 |
|
|
| # connection weight options |
| weight_init_mean = 0.0 |
| weight_init_stdev = 1.0 |
| weight_max_value = 30 |
| weight_min_value = -30 |
| weight_mutate_power = 0.5 |
| weight_mutate_rate = 0.8 |
| weight_replace_rate = 0.1 |
|
|
| [DefaultSpeciesSet] |
| compatibility_threshold = 2.0 |
|
|
| [DefaultStagnation] |
| species_fitness_func = max |
| max_stagnation = 20 |
| species_elitism = 2 |
|
|
| [DefaultReproduction] |
| elitism = 3 |
| survival_threshold = 0.2 |
|
|
