File size: 1,938 Bytes
871093a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 | [NEAT] fitness_criterion = max fitness_threshold = 10000 pop_size = 75 reset_on_extinction = False [DefaultGenome] # node activation options activation_default = tanh activation_mutate_rate = 0.1 activation_options = tanh # node aggregation options aggregation_default = sum aggregation_mutate_rate = 0.1 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 = 0.7 conn_delete_prob = 0.3 # connection enable options enabled_default = True enabled_mutate_rate = 0.05 feed_forward = True initial_connection = full_direct # node add/remove rates node_add_prob = 0.3 node_delete_prob = 0.1 # network parameters num_hidden = 0 num_inputs = 5 num_outputs = 2 # node response options response_init_mean = 1.0 response_init_stdev = 0.5 response_max_value = 30.0 response_min_value = -30.0 response_mutate_power = 0.5 response_mutate_rate = 0.1 response_replace_rate = 0.1 # 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 = 0.9 weight_replace_rate = 0.2 [DefaultSpeciesSet] compatibility_threshold = 3.0 [DefaultStagnation] species_fitness_func = max max_stagnation = 20 species_elitism = 2 [DefaultReproduction] elitism = 2 survival_threshold = 0.2 |