yawn.nn.fuzzyartmap.fuzzyart
Class FuzzyArt

java.lang.Object
  yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt

public class FuzzyArt
extends java.lang.Object

This is yawn.nn.fuzzyartmap.fuzzyart.FuzzyArt, part of the yawn project.
$Id: FuzzyArt.java,v 1.9 2005/04/07 17:28:30 supermarti Exp $

Version:

$Revision: 1.9 $

Author:

Luis Martí (luis dot marti at uc3m dot es)

Field Summary

boolean	complementCoding
boolean	currentUncommitted
boolean	hasIncreased
int	numberUsedNodes
double	sumInputs
double[]	sumIW
double	vigilance
int	winner

Constructor Summary

FuzzyArt()

FuzzyArt(double alpha, double beta, double vigilance, int numberInputs, int maxEpochs, boolean complementCoding)

Method Summary

boolean	activate()
void	binaryTest(int numPatterns, int patLength)
double[]	complementCode(double[] in)
void	doubleTest(int numPatterns, int patLength)
double	getF2NodeActivation(int nodeIndex)
double[]	getI()
double	getMatchCritetionValue()
int	getNumberOfCommitedNodes()
int	getNumberOfInputs()
double[]	getWeightVector(int index)
double[]	getY()
boolean	hasIncreased()
void	learn()
void	resetCategory(int index)
void	setIncreasedFlag(boolean value)
void	setInputPattern(double[] pattern)
void	setNumberOfInputs(int numberOfInputs)
void	train(double[][] dataset)
void	trainCurrentPattern()
void	trainRandom(double[][] dataset)
double[]	unComplementCode(double[] in)

Methods inherited from class java.lang.Object

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

Field Detail

complementCoding

public boolean complementCoding

currentUncommitted

public boolean currentUncommitted

hasIncreased

public boolean hasIncreased

numberUsedNodes

public int numberUsedNodes

sumInputs

public double sumInputs

sumIW

public double[] sumIW

vigilance

public double vigilance

winner

public int winner

Constructor Detail

FuzzyArt

public FuzzyArt()

FuzzyArt

public FuzzyArt(double alpha,
                double beta,
                double vigilance,
                int numberInputs,
                int maxEpochs,
                boolean complementCoding)

Method Detail

getMatchCritetionValue

public double getMatchCritetionValue()

activate

public boolean activate()

binaryTest

public void binaryTest(int numPatterns,
                       int patLength)

complementCode

public double[] complementCode(double[] in)

doubleTest

public void doubleTest(int numPatterns,
                       int patLength)

getF2NodeActivation

public double getF2NodeActivation(int nodeIndex)

getI

public double[] getI()

getNumberOfCommitedNodes

public int getNumberOfCommitedNodes()

getNumberOfInputs

public int getNumberOfInputs()

getWeightVector

public double[] getWeightVector(int index)

getY

public double[] getY()

hasIncreased

public boolean hasIncreased()

learn

public void learn()

resetCategory

public void resetCategory(int index)

setIncreasedFlag

public void setIncreasedFlag(boolean value)

setInputPattern

public void setInputPattern(double[] pattern)

setNumberOfInputs

public void setNumberOfInputs(int numberOfInputs)

train

public void train(double[][] dataset)

trainCurrentPattern

public void trainCurrentPattern()

trainRandom

public void trainRandom(double[][] dataset)

unComplementCode

public double[] unComplementCode(double[] in)