org.neuroph.nnet.learning

Class KohonenLearning

java.lang.Object

org.neuroph.core.learning.LearningRule

org.neuroph.nnet.learning.KohonenLearning

All Implemented Interfaces:

Serializable

public class KohonenLearning
extends LearningRule

Learning algorithm for Kohonen network.

Author:

Zoran Sevarac

See Also:

Serialized Form

Field Summary

Fields inherited from class org.neuroph.core.learning.LearningRule

listeners, neuralNetwork, trainingSet

Constructor Summary

Constructors

Constructor and Description
KohonenLearning()

Method Summary

Modifier and Type	Method and Description
int	getIteration()
double	getLearningRate()
int	getMapSize()
void	learn(DataSet trainingSet) Override this method to implement specific learning procedures
void	setIterations(int Iphase, int IIphase)
void	setLearningRate(double learningRate)
void	setNeuralNetwork(NeuralNetwork neuralNetwork) Sets neural network for this learning rule

Methods inherited from class org.neuroph.core.learning.LearningRule

addListener, fireLearningEvent, getNeuralNetwork, getTrainingSet, isStopped, onStart, onStop, removeListener, setTrainingSet, stopLearning

Methods inherited from class java.lang.Object

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

Constructor Detail

KohonenLearning

public KohonenLearning()

Method Detail

learn

public void learn(DataSet trainingSet)

Description copied from class: LearningRule

Override this method to implement specific learning procedures

Specified by:

learn in class LearningRule

Parameters:

trainingSet - training set

getLearningRate

public double getLearningRate()

setLearningRate

public void setLearningRate(double learningRate)

setIterations

public void setIterations(int Iphase,
                          int IIphase)

getIteration

public int getIteration()

getMapSize

public int getMapSize()

setNeuralNetwork

public void setNeuralNetwork(NeuralNetwork neuralNetwork)

Description copied from class: LearningRule

Sets neural network for this learning rule

Overrides:

setNeuralNetwork in class LearningRule

Parameters:

neuralNetwork - neural network for this learning rule