org.joone.util

Class DynamicAnnealing

java.lang.Object

org.joone.util.MonitorPlugin

org.joone.util.DynamicAnnealing

All Implemented Interfaces:

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

public class DynamicAnnealing
extends MonitorPlugin

This plugin controls the change of the learning rate based on the difference between the last two global error (E) values: if E(t) > E(t-1) then LR = LR * (1 - step/100) Note: step/100 because step is inserted as a % value from the user if E(t) <= E(t-1) then LR is unchanged

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
DynamicAnnealing() Creates a new instance of DynamicAnnealing

Method Summary

Modifier and Type	Method and Description
double	getStep() Getter for property step.
void	setStep(double step) Setter for property step.

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

DynamicAnnealing

public DynamicAnnealing()

Creates a new instance of DynamicAnnealing

Method Detail

getStep

public double getStep()

Getter for property step.

Returns:

Value of property step.

setStep

public void setStep(double step)

Setter for property step.

Parameters:

step - New value of property step.