com.rapidminer.operator.features.construction
Class ExampleSetBasedSelectionCrossover

java.lang.Object
  com.rapidminer.operator.features.construction.ExampleSetBasedSelectionCrossover

All Implemented Interfaces:

ExampleSetBasedPopulationOperator

Direct Known Subclasses:

UnbalancedCrossover

public class ExampleSetBasedSelectionCrossover
extends java.lang.Object
implements ExampleSetBasedPopulationOperator

Crossover operator for the used bitlists of example sets. An example set is selected with a given fixed propability and a mating partner is determined randomly. Crossover can be either one point, uniform or shuffled. Please note that shuffled crossover first uniformly determines the number of attributes which should be swapped. Therefore uniform and shuffle crossover are not equivalent.
Only useful if all example sets have the same (number of) attributes.

Author:

Simon Fischer, Ingo Mierswa Exp $

Field Summary

static java.lang.String[]	CROSSOVER_TYPES
static int	ONE_POINT
static int	SHUFFLE
static int	UNIFORM

Constructor Summary

ExampleSetBasedSelectionCrossover(int type, double prob, java.util.Random random, int minNumber, int maxNumber, int exactNumber)

Method Summary

void	crossover(AttributeWeightedExampleSet es1, AttributeWeightedExampleSet es2)
int	getType()
void	operate(ExampleSetBasedPopulation population) Modifies the population.
boolean	performOperation(int generation) The default implementation returns true for every generation.

Methods inherited from class java.lang.Object

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

Field Detail

CROSSOVER_TYPES

public static final java.lang.String[] CROSSOVER_TYPES

ONE_POINT

public static final int ONE_POINT

See Also:

Constant Field Values

UNIFORM

public static final int UNIFORM

See Also:

Constant Field Values

SHUFFLE

public static final int SHUFFLE

See Also:

Constant Field Values

Constructor Detail

ExampleSetBasedSelectionCrossover

public ExampleSetBasedSelectionCrossover(int type,
                                         double prob,
                                         java.util.Random random,
                                         int minNumber,
                                         int maxNumber,
                                         int exactNumber)

Method Detail

performOperation

public boolean performOperation(int generation)

The default implementation returns true for every generation.

Specified by:

performOperation in interface ExampleSetBasedPopulationOperator

getType

public int getType()

crossover

public void crossover(AttributeWeightedExampleSet es1,
                      AttributeWeightedExampleSet es2)

operate

public void operate(ExampleSetBasedPopulation population)

Description copied from interface: ExampleSetBasedPopulationOperator

Modifies the population.

Specified by:

operate in interface ExampleSetBasedPopulationOperator