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config-feedforward.txt
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config-feedforward.txt
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[NEAT]
fitness_criterion = max
# funct to get rid of the other and find the best birds with highest fitness
fitness_threshold = 60
# what fitness level before we terminate the program, no moe GEN needed after that
pop_size = 10
# population
reset_on_extinction = False
# NEAt separated the architecture of diff groups based on the neurals networks of the species in birds in the population
[DefaultGenome]
# Nodes are the input and output nodes
# node activation options
activation_default = tanh
# hyperbolic Tangent (-1, 1)
activation_mutate_rate = 0.0
# if made 0.1 the activationfunction will be random, we will keep it as it is
activation_options = tanh
# options that we can choose as the activation function
# 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
# max bias value we can pick
bias_min_value = -30.0
# min bias value
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
# how likely we are to add a new connection 50% chance
conn_delete_prob = 0.5
# same but delete connections
# connection enable options
enabled_default = True
# if true some deafult connection in neural networks are active or enables
enabled_mutate_rate = 0.01
# to deactivate a default connection there is a one percent chance
feed_forward = True
# we are usinf a feedforward neural connection network
initial_connection = full
# we are having fully connected layers to start with
# node add/remove rates
node_add_prob = 0.2
# how likely to add node 20% chance
node_delete_prob = 0.2
# same but delete node
# network parameter, default input/output/hidden neurons
num_hidden = 0
num_inputs = 3
num_outputs = 1
# 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 = 3.0
[DefaultStagnation]
species_fitness_func = max
max_stagnation = 20
species_elitism = 2
[DefaultReproduction]
elitism = 2
survival_threshold = 0.2