Class: NEAT::Controller::NeatSettings

Inherits:
NeatOb
  • Object
show all
Defined in:
lib/rubyneat/rubyneat.rb

Overview

Various parameters affecting evolution. Based somewhat on the Ken Stanley C version of NEAT. TODO not all of these parameters are implemented yet!!!

Instance Attribute Summary collapse

Attributes inherited from NeatOb

#controller, #name

Instance Method Summary collapse

Methods inherited from NeatOb

attr_neat, log, #log, #to_s

Constructor Details

#initialize ⇒ NeatSettings

Set up defaults for mandatory entries.



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# File 'lib/rubyneat/rubyneat.rb', line 484

def initialize
  super
  # Default operators
  @evaluator = Evaluator.new self
  @expressor = Expressor.new self
  @evolver = Evolver.new self
end

Instance Attribute Details

#age_significance ⇒ Object

based on the C version of NEAT



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# File 'lib/rubyneat/rubyneat.rb', line 382

def age_significance
  @age_significance
end

#babies_stolen ⇒ Object

Returns the value of attribute babies_stolen.



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# File 'lib/rubyneat/rubyneat.rb', line 383

def babies_stolen
  @babies_stolen
end

#compatibility_threshold ⇒ Object

Species compatability threshold



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# File 'lib/rubyneat/rubyneat.rb', line 386

def compatibility_threshold
  @compatibility_threshold
end

#disjoint_coefficient ⇒ Object

Speciation coffficient



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# File 'lib/rubyneat/rubyneat.rb', line 389

def disjoint_coefficient
  @disjoint_coefficient
end

#dropoff_age ⇒ Object

Species Peality age for not making progress



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# File 'lib/rubyneat/rubyneat.rb', line 396

def dropoff_age
  @dropoff_age
end

#evolved_substrate_switch ⇒ Object

Enable Evolved Substrate HyperNEAT. Meaningless unless hyper_switch is also enabled.



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# File 'lib/rubyneat/rubyneat.rb', line 474

def evolved_substrate_switch
  @evolved_substrate_switch
end

#excess_coefficient ⇒ Object

Speciation coffficient



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# File 'lib/rubyneat/rubyneat.rb', line 389

def excess_coefficient
  @excess_coefficient
end

#feature_selection_switch ⇒ Object

Enable FS-NEAT



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# File 'lib/rubyneat/rubyneat.rb', line 465

def feature_selection_switch
  @feature_selection_switch
end

#fitness_cost_per_gene ⇒ Object

Returns the value of attribute fitness_cost_per_gene.



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# File 'lib/rubyneat/rubyneat.rb', line 442

def fitness_cost_per_gene
  @fitness_cost_per_gene
end

#fitness_cost_per_neuron ⇒ Object

fitness costs, if given, use in the computation of fitness AFTER the overall fitness for the applied stimuli have been calculated.



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# File 'lib/rubyneat/rubyneat.rb', line 441

def fitness_cost_per_neuron
  @fitness_cost_per_neuron
end

#hash_on_fitness ⇒ Object

Set to true to returned named parameters as hashes to the fitness function (the default is to do ordered arrays)



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# File 'lib/rubyneat/rubyneat.rb', line 379

def hash_on_fitness
  @hash_on_fitness
end

#hyper_switch ⇒ Object

Enable HyperNEAT. This will result in the critters being interpreted as CPPNs for substrate weights. Additional setup will be necessary.



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# File 'lib/rubyneat/rubyneat.rb', line 470

def hyper_switch
  @hyper_switch
end

#interspecies_mate_rate ⇒ Object

Ratio of mating are actually interspecies



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# File 'lib/rubyneat/rubyneat.rb', line 402

def interspecies_mate_rate
  @interspecies_mate_rate
end

#linktrait_mutation_sig ⇒ Object

Returns the value of attribute linktrait_mutation_sig.



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# File 'lib/rubyneat/rubyneat.rb', line 404

def linktrait_mutation_sig
  @linktrait_mutation_sig
end

#mate_multipoint_avg_prob ⇒ Object

Returns the value of attribute mate_multipoint_avg_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 405

def mate_multipoint_avg_prob
  @mate_multipoint_avg_prob
end

#mate_multipoint_prob ⇒ Object

Returns the value of attribute mate_multipoint_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 406

def mate_multipoint_prob
  @mate_multipoint_prob
end

#mate_only_prob ⇒ Object

Returns the value of attribute mate_only_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 407

def mate_only_prob
  @mate_only_prob
end

#mate_singlepoint_prob ⇒ Object

Returns the value of attribute mate_singlepoint_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 408

def mate_singlepoint_prob
  @mate_singlepoint_prob
end

#max_species ⇒ Object

Max target number of species (will result in the compatability_coeifficient being adjusted automatically



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# File 'lib/rubyneat/rubyneat.rb', line 393

def max_species
  @max_species
end

#mutate_add_gene_prob ⇒ Object

Returns the value of attribute mutate_add_gene_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 416

def mutate_add_gene_prob
  @mutate_add_gene_prob
end

#mutate_add_neuron_prob ⇒ Object

Returns the value of attribute mutate_add_neuron_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 417

def mutate_add_neuron_prob
  @mutate_add_neuron_prob
end

#mutate_change_gene_weights_prob ⇒ Object

For gene weights perturbations and changes (complete overwrites)



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# File 'lib/rubyneat/rubyneat.rb', line 425

def mutate_change_gene_weights_prob
  @mutate_change_gene_weights_prob
end

#mutate_change_gene_weights_sd ⇒ Object

For gene weights perturbations and changes (complete overwrites)



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# File 'lib/rubyneat/rubyneat.rb', line 425

def mutate_change_gene_weights_sd
  @mutate_change_gene_weights_sd
end

#mutate_gene_disable_prob ⇒ Object

Returns the value of attribute mutate_gene_disable_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 419

def mutate_gene_disable_prob
  @mutate_gene_disable_prob
end

#mutate_gene_reenable_prob ⇒ Object

Returns the value of attribute mutate_gene_reenable_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 420

def mutate_gene_reenable_prob
  @mutate_gene_reenable_prob
end

#mutate_gene_trait_prob ⇒ Object

Returns the value of attribute mutate_gene_trait_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 422

def mutate_gene_trait_prob
  @mutate_gene_trait_prob
end

#mutate_neuron_trait_prob ⇒ Object

Returns the value of attribute mutate_neuron_trait_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 430

def mutate_neuron_trait_prob
  @mutate_neuron_trait_prob
end

#mutate_only_prob ⇒ Object

Returns the value of attribute mutate_only_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 431

def mutate_only_prob
  @mutate_only_prob
end

#mutate_perturb_gene_weights_prob ⇒ Object

For gene weights perturbations and changes (complete overwrites)



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# File 'lib/rubyneat/rubyneat.rb', line 425

def mutate_perturb_gene_weights_prob
  @mutate_perturb_gene_weights_prob
end

#mutate_perturb_gene_weights_sd ⇒ Object

For gene weights perturbations and changes (complete overwrites)



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# File 'lib/rubyneat/rubyneat.rb', line 425

def mutate_perturb_gene_weights_sd
  @mutate_perturb_gene_weights_sd
end

#mutate_random_trait_prob ⇒ Object

Returns the value of attribute mutate_random_trait_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 432

def mutate_random_trait_prob
  @mutate_random_trait_prob
end

#mutate_toggle_enable_prob ⇒ Object

Returns the value of attribute mutate_toggle_enable_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 433

def mutate_toggle_enable_prob
  @mutate_toggle_enable_prob
end

#mutdiff_coefficient ⇒ Object

Returns the value of attribute mutdiff_coefficient.



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# File 'lib/rubyneat/rubyneat.rb', line 434

def mutdiff_coefficient
  @mutdiff_coefficient
end

#neuron_trait_mut_sig ⇒ Object

Returns the value of attribute neuron_trait_mut_sig.



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# File 'lib/rubyneat/rubyneat.rb', line 436

def neuron_trait_mut_sig
  @neuron_trait_mut_sig
end

#newlink_tries ⇒ Object

Returns the value of attribute newlink_tries.



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# File 'lib/rubyneat/rubyneat.rb', line 435

def newlink_tries
  @newlink_tries
end

#population_size ⇒ Object

If set, will start off at the specified size and grow to the bigger population size



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# File 'lib/rubyneat/rubyneat.rb', line 446

def population_size
  @population_size
end

#print_every ⇒ Object

Returns the value of attribute print_every.



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# File 'lib/rubyneat/rubyneat.rb', line 451

def print_every
  @print_every
end

#real_time_switch ⇒ Object

Enable RT-NEAT, for gradual evolution suitable for games and other human-interactive systems.



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# File 'lib/rubyneat/rubyneat.rb', line 478

def real_time_switch
  @real_time_switch
end

#recur_only_prob ⇒ Object

Returns the value of attribute recur_only_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 452

def recur_only_prob
  @recur_only_prob
end

#recur_prob ⇒ Object

Returns the value of attribute recur_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 453

def recur_prob
  @recur_prob
end

#recurrency_switch ⇒ Object

If true, allow for recurrent networks.



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# File 'lib/rubyneat/rubyneat.rb', line 481

def recurrency_switch
  @recurrency_switch
end

#smallest_species ⇒ Object

Species smallest population allowed (coalse smaller species into one)



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# File 'lib/rubyneat/rubyneat.rb', line 399

def smallest_species
  @smallest_species
end

#start_population_size ⇒ Object

If set, will start off at the specified size and grow to the bigger population size



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# File 'lib/rubyneat/rubyneat.rb', line 446

def start_population_size
  @start_population_size
end

#survival_mininum_per_species ⇒ Object

Returns the value of attribute survival_mininum_per_species.



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# File 'lib/rubyneat/rubyneat.rb', line 458

def survival_mininum_per_species
  @survival_mininum_per_species
end

#survival_threshold ⇒ Object

factor (0 to 1) of the top percentage of the species that’s allowed to mate.



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# File 'lib/rubyneat/rubyneat.rb', line 457

def survival_threshold
  @survival_threshold
end

#trait_mutation_power ⇒ Object

Returns the value of attribute trait_mutation_power.



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# File 'lib/rubyneat/rubyneat.rb', line 460

def trait_mutation_power
  @trait_mutation_power
end

#trait_param_mut_prob ⇒ Object

Returns the value of attribute trait_param_mut_prob.



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# File 'lib/rubyneat/rubyneat.rb', line 461

def trait_param_mut_prob
  @trait_param_mut_prob
end

#weigh_mut_power ⇒ Object

Returns the value of attribute weigh_mut_power.



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# File 'lib/rubyneat/rubyneat.rb', line 462

def weigh_mut_power
  @weigh_mut_power
end

#weight_coefficient ⇒ Object

Speciation coffficient



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# File 'lib/rubyneat/rubyneat.rb', line 389

def weight_coefficient
  @weight_coefficient
end