gov.sandia.cognition.learning.algorithm.genetic.reproducer

Class CrossoverReproducer<GenomeType>

java.lang.Object

gov.sandia.cognition.learning.algorithm.genetic.reproducer.CrossoverReproducer<GenomeType>

Type Parameters:

GenomeType - Type of genome used to represent a single element in the genetic population, such as a Vector, for example

All Implemented Interfaces:

Reproducer<GenomeType>, java.io.Serializable

@CodeReview(reviewer="Kevin R. Dixon",date="2008-07-23",changesNeeded=false,comments={"This class still has open task from last code review, but I suspect it\'s due to lack of interest.","Moved previous code review to CodeReview annotation","Otherwise, looks fine."}) @CodeReview(reviewer="Justin Basilico",date="2006-10-04",changesNeeded=false,comments={"Class looks fine.","It may want to include some randomness in case the selector that it calls is deterministic and returns the same population twice."})
public class CrossoverReproducer<GenomeType>
extends java.lang.Object
implements Reproducer<GenomeType>

The CrossoverReproducer takes a population of genomes, and applies the supplied CrossoverFunction to produce a new population.

Since:

1.0

Author:

Justin Basilico, Jonathan McClain

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
CrossoverReproducer(Selector<GenomeType> selector, CrossoverFunction<GenomeType> crossoverFunction) Creates a new instance of CrossoverReproducer

Method Summary

Modifier and Type	Method and Description
CrossoverFunction<GenomeType>	getCrossoverFunction() Gets the CrossoverFunction.
Selector<GenomeType>	getSelector() Gets the selector.
java.util.ArrayList<GenomeType>	reproduce(java.util.Collection<EvaluatedGenome<GenomeType>> genomes) Produces a new population of genomes from the supplied population using crossover.
void	setCrossoverFunction(CrossoverFunction<GenomeType> crossoverFunction) Sets the CrossoverFunction.
void	setSelector(Selector<GenomeType> selector) Sets the selector.

Methods inherited from class java.lang.Object

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

Constructor Detail

CrossoverReproducer

public CrossoverReproducer(Selector<GenomeType> selector,
                           CrossoverFunction<GenomeType> crossoverFunction)

Creates a new instance of CrossoverReproducer

Parameters:

selector - The selector for the population to use.

crossoverFunction - The crossover function to use.

Method Detail

reproduce

public java.util.ArrayList<GenomeType> reproduce(java.util.Collection<EvaluatedGenome<GenomeType>> genomes)

Produces a new population of genomes from the supplied population using crossover. It works by using the selector to select two sets of genomes and then crosses them over.

Specified by:

reproduce in interface Reproducer<GenomeType>

Parameters:

genomes - The population to reproduce.

Returns:

The new population.

getSelector

public Selector<GenomeType> getSelector()

Gets the selector.

Returns:

The selector.

getCrossoverFunction

public CrossoverFunction<GenomeType> getCrossoverFunction()

Gets the CrossoverFunction.

Returns:

The CrossoverFunction.

setSelector

public void setSelector(Selector<GenomeType> selector)

Sets the selector.

Parameters:

selector - The new selector.

setCrossoverFunction

public void setCrossoverFunction(CrossoverFunction<GenomeType> crossoverFunction)

Sets the CrossoverFunction.

Parameters:

crossoverFunction - The new CrossoverFunction.