jhpro.nnet.jknnl

Class WTMLearningFunctionWithTired

java.lang.Object

jhpro.nnet.jknnl.WTMLearningFunction

jhpro.nnet.jknnl.WTMLearningFunctionWithTired

public class WTMLearningFunctionWithTired
extends WTMLearningFunction

WTMLearningFunctionWithTired class - learning class used to learn neuron with tiredness

Constructor Summary

Constructors

Constructor and Description
WTMLearningFunctionWithTired(NetworkModel networkModel, int maxIteration, MetricModel metrics, LearningDataModel learningData, LearningFactorFunctionalModel functionalModel, NeighbourhoodFunctionModel neighboorhoodFunction) Creates a new instance of WTMLearningFunction

Method Summary

Modifier and Type	Method and Description
int	getBestNeuron(double[] vector) Return number of best neuron for specified input vector.

Methods inherited from class jhpro.nnet.jknnl.WTMLearningFunction

changeWeight, getFunctionalModel, getLearningData, getMaxIteration, getMetrics, getNeighboorhoodFunction, getNetworkModel, isShowComments, learn, setFunctionalModel, setLearningData, setMaxIteration, setMetrics, setNeighboorhoodFunction, setNetworkModel, setShowComments

Methods inherited from class java.lang.Object

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

Constructor Detail

WTMLearningFunctionWithTired

public WTMLearningFunctionWithTired(NetworkModel networkModel,
                                    int maxIteration,
                                    MetricModel metrics,
                                    LearningDataModel learningData,
                                    LearningFactorFunctionalModel functionalModel,
                                    NeighbourhoodFunctionModel neighboorhoodFunction)

Creates a new instance of WTMLearningFunction

Parameters:

networkModel - reference to network Model

maxIteration - max number of iteration

metrics - reference to metrics

learningData - reference to learning data

functionalModel - reference to functional Model

neighboorhoodFunction - reference to Neighborhood Function

Method Detail

getBestNeuron

public int getBestNeuron(double[] vector)

Return number of best neuron for specified input vector. Tiredness for all neurons increase

Overrides:

getBestNeuron in class WTMLearningFunction

Parameters:

vector - input vector

Returns:

NeuronModelnumber