Uses of Class
net.bmahe.genetics4j.core.Population

Packages that use Population

Package	Description
net.bmahe.genetics4j.core
net.bmahe.genetics4j.core.postevaluationprocess
net.bmahe.genetics4j.core.replacement
net.bmahe.genetics4j.core.selection
net.bmahe.genetics4j.core.spec
net.bmahe.genetics4j.gp.postevaluationprocess
net.bmahe.genetics4j.gpu.spec
net.bmahe.genetics4j.moo.nsga2.impl
net.bmahe.genetics4j.moo.spea2.replacement
net.bmahe.genetics4j.neat
net.bmahe.genetics4j.neat.selection

Uses of Population in net.bmahe.genetics4j.core

Fields in net.bmahe.genetics4j.core declared as Population

Modifier and Type	Field	Description
private final Population<T>	PopulationIterator.population

Methods in net.bmahe.genetics4j.core that return Population

Modifier and Type	Method	Description
static <U extends Comparable<U>> Population<U>	Population.empty()
static <U extends Comparable<U>> Population<U>	Population.of(List<Genotype> _genotype, List<U> _fitnesses)
static <U extends Comparable<U>> Population<U>	Population.of(List<Individual<U>> individuals)

Methods in net.bmahe.genetics4j.core with parameters of type Population

Modifier and Type	Method	Description
void	Population.addAll(Population<T> population)
private List<Genotype>	EASystem.combineParents(Population<T> parents, GenotypeCombinator genotypeCombinator)
private List<Genotype>	EASystem.createBasicOffsprings(Population<T> population, int offspringsNeeded)	Create offsprings without mutation
List<Genotype>	EASystem.createOffsprings(Population<T> population, int offspringsNeeded)

Constructors in net.bmahe.genetics4j.core with parameters of type Population

Modifier	Constructor	Description
	PopulationIterator(Population<T> _population)

Uses of Population in net.bmahe.genetics4j.core.postevaluationprocess

Methods in net.bmahe.genetics4j.core.postevaluationprocess that return Population

Modifier and Type	Method	Description
Population<T>	FitnessSharing.apply(Population<T> population)

Methods in net.bmahe.genetics4j.core.postevaluationprocess with parameters of type Population

Modifier and Type	Method	Description
Population<T>	FitnessSharing.apply(Population<T> population)

Uses of Population in net.bmahe.genetics4j.core.replacement

Methods in net.bmahe.genetics4j.core.replacement that return Population

Modifier and Type	Method	Description
Population<T>	DeleteNLastImpl.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> populationScores, List<Genotype> offsprings, List<T> offspringScores)
Population<T>	ElitismImpl.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> populationScores, List<Genotype> offsprings, List<T> offspringScores)
Population<T>	GenerationalReplacementImpl.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> populationScores, List<Genotype> offsprings, List<T> offspringScores)
Population<T>	ReplacementStrategyImplementor.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> populationScores, List<Genotype> offsprings, List<T> offspringScores)

Uses of Population in net.bmahe.genetics4j.core.selection

Methods in net.bmahe.genetics4j.core.selection that return Population

Modifier and Type	Method	Description
Population<T>	DoubleTournamentSelector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)
Population<T>	ProportionalTournamentSelector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)
Population<T>	Selector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)
Population<T>	TournamentSelector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)

Uses of Population in net.bmahe.genetics4j.core.spec

Fields in net.bmahe.genetics4j.core.spec with type parameters of type Population

Modifier and Type	Field	Description
private Function<Population<T>,Population<T>>	ImmutableEAConfiguration.Builder.postEvaluationProcessor
private Function<Population<T>,Population<T>>	ImmutableEAConfiguration.Builder.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableEAConfiguration.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableEAConfiguration.postEvaluationProcessor
private Function<Population<T>,Population<T>>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor
private Function<Population<T>,Population<T>>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableEAConfigurationBulkAsync.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableEAConfigurationBulkAsync.postEvaluationProcessor

Methods in net.bmahe.genetics4j.core.spec that return types with arguments of type Population

Modifier and Type	Method	Description
abstract Optional<Function<Population<T>,Population<T>>>	AbstractEAConfiguration.postEvaluationProcessor()	Post-processing of a population after it got evaluated
abstract Optional<Function<Population<T>,Population<T>>>	AbstractEAConfiguration.postEvaluationProcessor()	Post-processing of a population after it got evaluated
Optional<Function<Population<T>,Population<T>>>	ImmutableEAConfiguration.postEvaluationProcessor()	Post-processing of a population after it got evaluated
Optional<Function<Population<T>,Population<T>>>	ImmutableEAConfiguration.postEvaluationProcessor()	Post-processing of a population after it got evaluated
Optional<Function<Population<T>,Population<T>>>	ImmutableEAConfigurationBulkAsync.postEvaluationProcessor()	Post-processing of a population after it got evaluated
Optional<Function<Population<T>,Population<T>>>	ImmutableEAConfigurationBulkAsync.postEvaluationProcessor()	Post-processing of a population after it got evaluated

Method parameters in net.bmahe.genetics4j.core.spec with type arguments of type Population

Modifier and Type	Method	Description
final EAConfiguration.Builder<T>	ImmutableEAConfiguration.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfiguration.Builder<T>	ImmutableEAConfiguration.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfiguration.Builder<T>	ImmutableEAConfiguration.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfiguration.Builder<T>	ImmutableEAConfiguration.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfigurationBulkAsync.Builder<T>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfigurationBulkAsync.Builder<T>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfigurationBulkAsync.Builder<T>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final EAConfigurationBulkAsync.Builder<T>	ImmutableEAConfigurationBulkAsync.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final ImmutableEAConfiguration<T>	ImmutableEAConfiguration.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableEAConfiguration<T>	ImmutableEAConfiguration.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableEAConfiguration<T>	ImmutableEAConfiguration.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.
final ImmutableEAConfiguration<T>	ImmutableEAConfiguration.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.
final ImmutableEAConfigurationBulkAsync<T>	ImmutableEAConfigurationBulkAsync.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableEAConfigurationBulkAsync<T>	ImmutableEAConfigurationBulkAsync.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableEAConfigurationBulkAsync<T>	ImmutableEAConfigurationBulkAsync.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.
final ImmutableEAConfigurationBulkAsync<T>	ImmutableEAConfigurationBulkAsync.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.

Constructor parameters in net.bmahe.genetics4j.core.spec with type arguments of type Population

Modifier	Constructor	Description
private	ImmutableEAConfiguration(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, Fitness<T> fitness)
private	ImmutableEAConfiguration(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, Fitness<T> fitness)
private	ImmutableEAConfigurationBulkAsync(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, FitnessBulkAsync<T> fitness)
private	ImmutableEAConfigurationBulkAsync(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, FitnessBulkAsync<T> fitness)

Uses of Population in net.bmahe.genetics4j.gp.postevaluationprocess

Methods in net.bmahe.genetics4j.gp.postevaluationprocess that return Population

Modifier and Type	Method	Description
Population<Double>	TarpeianMethod.apply(Population<Double> population)

Methods in net.bmahe.genetics4j.gp.postevaluationprocess with parameters of type Population

Modifier and Type	Method	Description
Population<Double>	TarpeianMethod.apply(Population<Double> population)

Uses of Population in net.bmahe.genetics4j.gpu.spec

Fields in net.bmahe.genetics4j.gpu.spec with type parameters of type Population

Modifier and Type	Field	Description
private Function<Population<T>,Population<T>>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor
private Function<Population<T>,Population<T>>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableGPUEAConfiguration.postEvaluationProcessor
private final Function<Population<T>,Population<T>>	ImmutableGPUEAConfiguration.postEvaluationProcessor

Methods in net.bmahe.genetics4j.gpu.spec that return types with arguments of type Population

Modifier and Type	Method	Description
Optional<Function<Population<T>,Population<T>>>	ImmutableGPUEAConfiguration.postEvaluationProcessor()
Optional<Function<Population<T>,Population<T>>>	ImmutableGPUEAConfiguration.postEvaluationProcessor()

Method parameters in net.bmahe.genetics4j.gpu.spec with type arguments of type Population

Modifier and Type	Method	Description
final GPUEAConfiguration.Builder<T>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final GPUEAConfiguration.Builder<T>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor(Function<Population<T>,Population<T>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final GPUEAConfiguration.Builder<T>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final GPUEAConfiguration.Builder<T>	ImmutableGPUEAConfiguration.Builder.postEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> postEvaluationProcessor)	Initializes the optional value postEvaluationProcessor to postEvaluationProcessor.
final ImmutableGPUEAConfiguration<T>	ImmutableGPUEAConfiguration.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableGPUEAConfiguration<T>	ImmutableGPUEAConfiguration.withPostEvaluationProcessor(Function<Population<T>,Population<T>> value)	Copy the current immutable object by setting a present value for the optional postEvaluationProcessor attribute.
final ImmutableGPUEAConfiguration<T>	ImmutableGPUEAConfiguration.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.
final ImmutableGPUEAConfiguration<T>	ImmutableGPUEAConfiguration.withPostEvaluationProcessor(Optional<? extends Function<Population<T>,Population<T>>> optional)	Copy the current immutable object by setting an optional value for the postEvaluationProcessor attribute.

Constructor parameters in net.bmahe.genetics4j.gpu.spec with type arguments of type Population

Modifier	Constructor	Description
private	ImmutableGPUEAConfiguration(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, Program program, OpenCLFitness<T> fitness)
private	ImmutableGPUEAConfiguration(List<ChromosomeSpec> chromosomeSpecs, SelectionPolicy parentSelectionPolicy, CombinationPolicy combinationPolicy, List<MutationPolicy> mutationPolicies, ReplacementStrategy replacementStrategy, Function<Population<T>,Population<T>> postEvaluationProcessor, Termination<T> termination, Supplier<Genotype> genotypeGenerator, Collection<Genotype> seedPopulation, GenotypeCombinator genotypeCombinator, double offspringGeneratedRatio, Optimization optimization, Program program, OpenCLFitness<T> fitness)

Uses of Population in net.bmahe.genetics4j.moo.nsga2.impl

Methods in net.bmahe.genetics4j.moo.nsga2.impl that return Population

Modifier and Type	Method	Description
Population<T>	NSGA2Selector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)
Population<T>	TournamentNSGA2Selector.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> fitnessScore)

Uses of Population in net.bmahe.genetics4j.moo.spea2.replacement

Methods in net.bmahe.genetics4j.moo.spea2.replacement that return Population

Modifier and Type	Method	Description
Population<T>	SPEA2ReplacementStrategyImplementor.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> population, List<T> populationScores, List<Genotype> offsprings, List<T> offspringScores)

Methods in net.bmahe.genetics4j.moo.spea2.replacement with parameters of type Population

Modifier and Type	Method	Description
protected List<Integer>	SPEA2ReplacementStrategyImplementor.computeAdditionalIndividuals(Set<Integer> selectedIndex, double[] rawFitness, Population<T> population, int numIndividuals)
protected double[]	SPEA2ReplacementStrategyImplementor.computeDensity(List<List<org.apache.commons.lang3.tuple.Pair<Integer,Double>>> distances, int k, Population<T> population)
protected double[]	SPEA2ReplacementStrategyImplementor.computeFinalFitness(double[] rawFitness, double[] density, Population<T> population)
protected double[][]	SPEA2ReplacementStrategyImplementor.computeObjectiveDistances(BiFunction<T,T,Double> distance, Population<T> population)
protected double[]	SPEA2ReplacementStrategyImplementor.computeRawFitness(Comparator<T> dominance, double[] strengths, Population<T> population)
protected List<List<org.apache.commons.lang3.tuple.Pair<Integer,Double>>>	SPEA2ReplacementStrategyImplementor.computeSortedDistances(double[][] distanceObjectives, Population<T> population)
protected double[]	SPEA2ReplacementStrategyImplementor.computeStrength(Comparator<T> dominance, Population<T> population)
protected Set<Integer>	SPEA2ReplacementStrategyImplementor.environmentalSelection(List<List<org.apache.commons.lang3.tuple.Pair<Integer,Double>>> distances, double[] rawFitness, double[] finalFitness, Population<T> population, int numIndividuals)
static <T extends Comparable<T>> List<org.apache.commons.lang3.tuple.Pair<Integer,Double>>	SPEA2Utils.kthDistances(double[][] distanceObjectives, int index, T fitness, Population<T> combinedPopulation)
static <T extends Comparable<T>> int	SPEA2Utils.rawFitness(Comparator<T> dominance, double[] strengths, int index, T fitness, Population<T> population)
static <T extends Comparable<T>> int	SPEA2Utils.strength(Comparator<T> dominance, int index, T fitness, Population<T> population)
protected void	SPEA2ReplacementStrategyImplementor.truncatePopulation(List<List<org.apache.commons.lang3.tuple.Pair<Integer,Double>>> distances, Population<T> population, int numIndividuals, Set<Integer> selectedIndex)

Uses of Population in net.bmahe.genetics4j.neat

Methods in net.bmahe.genetics4j.neat with parameters of type Population

Modifier and Type	Method	Description
static <T extends Comparable<T>> List<Species<T>>	NeatUtils.speciate(RandomGenerator random, SpeciesIdGenerator speciesIdGenerator, List<Species<T>> seedSpecies, Population<T> population, BiPredicate<Individual<T>,Individual<T>> speciesPredicate)

Uses of Population in net.bmahe.genetics4j.neat.selection

Methods in net.bmahe.genetics4j.neat.selection that return Population

Modifier and Type	Method	Description
Population<T>	NeatSelectorImpl.select(AbstractEAConfiguration<T> eaConfiguration, int numIndividuals, List<Genotype> genotypes, List<T> fitnessScore)