Index

A

additive() (lightweight_genetic_algorithm.mutation.Mutation method)

C

categorical() (lightweight_genetic_algorithm.mutation.Mutation method) CategoricalGene (class in lightweight_genetic_algorithm.population) categories (lightweight_genetic_algorithm.population.CategoricalGene attribute) compute_diversity() (lightweight_genetic_algorithm.selection.DiversityEnhancedSurvivorSelection method) copy() (lightweight_genetic_algorithm.population.CategoricalGene method), [1] (lightweight_genetic_algorithm.population.Individual method), [1] (lightweight_genetic_algorithm.population.NumericGene method), [1] create_initial_population() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method) Crossover (class in lightweight_genetic_algorithm.crossover)

crossover() (lightweight_genetic_algorithm.crossover.Crossover method) (lightweight_genetic_algorithm.crossover.CrossoverBetween method) (lightweight_genetic_algorithm.crossover.CrossoverEitherOr method) (lightweight_genetic_algorithm.crossover.CrossoverMidpoint method) crossover_method (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) crossover_methods (lightweight_genetic_algorithm.population.CategoricalGene attribute) (lightweight_genetic_algorithm.population.NumericGene attribute) CrossoverBetween (class in lightweight_genetic_algorithm.crossover) CrossoverEitherOr (class in lightweight_genetic_algorithm.crossover) CrossoverMidpoint (class in lightweight_genetic_algorithm.crossover)

D

D0 (lightweight_genetic_algorithm.selection.DiversityEnhancedSurvivorSelection attribute)

DiversityEnhancedSurvivorSelection (class in lightweight_genetic_algorithm.selection)

E

evaluate_fitness() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method)

F

fitness (lightweight_genetic_algorithm.population.Individual attribute) fitness_file (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) fitness_function (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) (lightweight_genetic_algorithm.population.Individual attribute)

fitness_function_args (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) (lightweight_genetic_algorithm.population.Individual attribute) FitnessProportionalSurvivorSelection (class in lightweight_genetic_algorithm.selection)

G

Gene (class in lightweight_genetic_algorithm.population) gene_ranges (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) genes (lightweight_genetic_algorithm.population.Individual attribute) genes_values (lightweight_genetic_algorithm.population.Individual attribute)

GeneticAlgorithm (class in lightweight_genetic_algorithm.algorithm) get_fitness_function() (lightweight_genetic_algorithm.population.Individual method), [1] get_gene_range() (lightweight_genetic_algorithm.population.NumericGene method), [1] get_gene_values() (lightweight_genetic_algorithm.population.Individual method), [1] get_genes() (lightweight_genetic_algorithm.population.Individual method), [1]

H

high (lightweight_genetic_algorithm.population.NumericGene attribute)

I

Individual (class in lightweight_genetic_algorithm.population)

is_categorical (lightweight_genetic_algorithm.mutation.Mutation attribute) is_discrete (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

L

lightweight_genetic_algorithm.algorithm module lightweight_genetic_algorithm.crossover module lightweight_genetic_algorithm.mutation module

lightweight_genetic_algorithm.population module lightweight_genetic_algorithm.selection module log() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method) low (lightweight_genetic_algorithm.population.NumericGene attribute)

M

measure (lightweight_genetic_algorithm.selection.DiversityEnhancedSurvivorSelection attribute) module lightweight_genetic_algorithm.algorithm lightweight_genetic_algorithm.crossover lightweight_genetic_algorithm.mutation lightweight_genetic_algorithm.population lightweight_genetic_algorithm.selection multiplicative() (lightweight_genetic_algorithm.mutation.Mutation method) mutate_genes() (lightweight_genetic_algorithm.mutation.Mutation method)

mutate_individual() (lightweight_genetic_algorithm.mutation.Mutation method) Mutation (class in lightweight_genetic_algorithm.mutation) mutation (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) mutation_methods (lightweight_genetic_algorithm.population.CategoricalGene attribute) (lightweight_genetic_algorithm.population.Gene attribute), [1] (lightweight_genetic_algorithm.population.NumericGene attribute) mutation_mode (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) mutation_modes (lightweight_genetic_algorithm.mutation.Mutation attribute) mutation_probability (lightweight_genetic_algorithm.mutation.Mutation attribute) mutation_rate (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

N

ncpus (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

number_of_genes (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) NumericGene (class in lightweight_genetic_algorithm.population)

O

output_directory (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

P

param_ranges (lightweight_genetic_algorithm.mutation.Mutation attribute)

pool (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

R

r0 (lightweight_genetic_algorithm.selection.DiversityEnhancedSurvivorSelection attribute) random() (lightweight_genetic_algorithm.mutation.Mutation method) random_initialization() (lightweight_genetic_algorithm.population.CategoricalGene method), [1] (lightweight_genetic_algorithm.population.Gene method), [1] (lightweight_genetic_algorithm.population.NumericGene method), [1]

run() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method), [1] run_light() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method), [1]

S

select_survivors() (lightweight_genetic_algorithm.selection.DiversityEnhancedSurvivorSelection method) (lightweight_genetic_algorithm.selection.FitnessProportionalSurvivorSelection method) (lightweight_genetic_algorithm.selection.SurvivorSelection method) set_value() (lightweight_genetic_algorithm.population.CategoricalGene method), [1] (lightweight_genetic_algorithm.population.Gene method), [1] (lightweight_genetic_algorithm.population.NumericGene method), [1]

setup_output_directory() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method) start_pool() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method) stop_pool() (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm method) survivor_selection (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) survivors_file (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute) SurvivorSelection (class in lightweight_genetic_algorithm.selection)

U

use_multiprocessing (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)

V

value (lightweight_genetic_algorithm.population.CategoricalGene attribute) (lightweight_genetic_algorithm.population.NumericGene attribute)

verbosity (lightweight_genetic_algorithm.algorithm.GeneticAlgorithm attribute)