`evorl.ec.operators`¶

Package Contents¶

Classes¶

`ERLMutation`
`MLPCrossover`
`MLPMutation`
`TournamentSelection`

API¶

class evorl.ec.operators.ERLMutation[source]¶

Bases: evorl.types.PyTreeNode

mut_strength: float¶: 0.1

num_mutation_frac: float¶: 0.1

reset_prob: float¶: 0.05

super_mut_prob: float¶: 0.05

super_mut_strength: float¶: 10.0

vec_relative_prob: float¶: 0.0

weight_max_magnitude: float¶: 1000000.0

class evorl.ec.operators.MLPCrossover[source]¶

Bases: evorl.types.PyTreeNode

num_crossover_frac: float¶: 0.1

class evorl.ec.operators.MLPMutation[source]¶

Bases: evorl.types.PyTreeNode

matrix_num_mutation_frac: float¶: 0.01

mut_strength: float¶: 0.01

vector_num_mutation_frac: float¶: 0.0

weight_max_magnitude: float¶: 10

class evorl.ec.operators.TournamentSelection[source]¶

Bases: evorl.types.PyTreeNode

tournament_size: int¶: 2