org.deeplearning4j.arbiter.optimize.generator.genetic.selection

Class SelectionOperator

java.lang.Object

org.deeplearning4j.arbiter.optimize.generator.genetic.selection.SelectionOperator

Direct Known Subclasses:

GeneticSelectionOperator

public abstract class SelectionOperator
extends Object

An abstract class for all selection operators. Used by the GeneticSearchCandidateGenerator to generate new candidates.

Author:

Alexandre Boulanger

Field Summary

Fields

Modifier and Type	Field and Description
protected ChromosomeFactory	chromosomeFactory
protected PopulationModel	populationModel

Constructor Summary

Constructors

Constructor and Description
SelectionOperator()

Method Summary

Modifier and Type	Method and Description
abstract double[]	buildNextGenes() Generate a new set of genes.
void	initializeInstance(PopulationModel populationModel, ChromosomeFactory chromosomeFactory) Called by GeneticSearchCandidateGenerator

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Field Detail

populationModel

protected PopulationModel populationModel

chromosomeFactory

protected ChromosomeFactory chromosomeFactory

Constructor Detail

SelectionOperator

public SelectionOperator()

Method Detail

initializeInstance

public void initializeInstance(PopulationModel populationModel,
                               ChromosomeFactory chromosomeFactory)

Called by GeneticSearchCandidateGenerator

buildNextGenes

public abstract double[] buildNextGenes()

Generate a new set of genes.