org.joone.util

Class LinearAnnealing

java.lang.Object

org.joone.util.MonitorPlugin

org.joone.util.LinearAnnealing

All Implemented Interfaces:

java.io.Serializable, java.util.EventListener, NeuralNetListener

public class LinearAnnealing
extends MonitorPlugin

This plugin changes linearly the values of the learning rate and of the momentum parameters. The values go from an initial value to a final value linearly and the step is determined by the formula: step = (FinalValue - InitValue) / numEphocs Creation date: (26/10/2000 23.47.58)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
LinearAnnealing()

Method Summary

Modifier and Type	Method and Description
double	getLearningRateFinal() Insert the method's description here.
double	getLearningRateInitial() Insert the method's description here.
double	getMomentumFinal() Insert the method's description here.
double	getMomentumInitial() Insert the method's description here.
void	setLearningRateFinal(double newLearningRateFinal) Insert the method's description here.
void	setLearningRateInitial(double newLearningRateInitial) Insert the method's description here.
void	setMomentumFinal(double newMomentumFinal) Insert the method's description here.
void	setMomentumInitial(double newMomentumInitial) Insert the method's description here.

Methods inherited from class org.joone.util.MonitorPlugin

cicleTerminated, errorChanged, getName, getNeuralNet, getRate, netStarted, netStopped, netStoppedError, setName, setNeuralNet, setRate

Methods inherited from class java.lang.Object

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

Constructor Detail

LinearAnnealing

public LinearAnnealing()

Method Detail

getLearningRateFinal

public double getLearningRateFinal()

Insert the method's description here. Creation date: (26/10/2000 23.49.52)

Returns:

double

getLearningRateInitial

public double getLearningRateInitial()

Insert the method's description here. Creation date: (26/10/2000 23.49.26)

Returns:

double

getMomentumFinal

public double getMomentumFinal()

Insert the method's description here. Creation date: (26/10/2000 23.50.29)

Returns:

double

getMomentumInitial

public double getMomentumInitial()

Insert the method's description here. Creation date: (26/10/2000 23.50.14)

Returns:

double

setLearningRateFinal

public void setLearningRateFinal(double newLearningRateFinal)

Insert the method's description here. Creation date: (26/10/2000 23.49.52)

Parameters:

newLearningRateFinal - double

setLearningRateInitial

public void setLearningRateInitial(double newLearningRateInitial)

Insert the method's description here. Creation date: (26/10/2000 23.49.26)

Parameters:

newLearningRateInitial - double

setMomentumFinal

public void setMomentumFinal(double newMomentumFinal)

Insert the method's description here. Creation date: (26/10/2000 23.50.29)

Parameters:

newMomentumFinal - double

setMomentumInitial

public void setMomentumInitial(double newMomentumInitial)

Insert the method's description here. Creation date: (26/10/2000 23.50.14)

Parameters:

newMomentumInitial - double