config-toric-code-template-ffnn

#--- parameters for the Toric Code experiment ---#

[NEAT]
fitness_criterion     = max
fitness_threshold     = 0.99
pop_size              = {pop_size}
reset_on_extinction   = False

[DefaultGenome]
# node activation options
activation_default      = {activation_default}
activation_mutate_rate  = 0.0
activation_options      = {activation_options}

# node aggregation options
aggregation_default     = sum
aggregation_mutate_rate = 0.0
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       = {bias_mutate_power}
bias_mutate_rate        = {bias_mutate_rate}
bias_replace_rate       = 0

# genome compatibility options
compatibility_disjoint_coefficient = {compatibility_disjoint_coefficient}
compatibility_weight_coefficient   = {compatibility_weight_coefficient}

# connection add/remove rates
conn_add_prob           = {connect_add_prob}
conn_delete_prob        = {connect_add_prob}

# connection enable options
enabled_default         = True
enabled_mutate_rate     = 0.01

feed_forward            = True
initial_connection      = {initial_connection}

# node add/remove rates
node_add_prob           = {add_node_prob}
node_delete_prob        = {add_node_prob}

# network parameters
num_hidden              = 0
num_inputs              = {num_inputs}
num_outputs             = {num_outputs}

# 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     = {weight_mutate_power}
weight_mutate_rate      = {weight_mutate_rate}
weight_replace_rate     = 0

[DefaultSpeciesSet]
compatibility_threshold = {compatibility_threshold}

[DefaultStagnation]
species_fitness_func = max
max_stagnation       = 20
species_elitism      = 2

[DefaultReproduction]
elitism            = 2
survival_threshold = 0.2