org.encog.neural.pattern

Class BoltzmannPattern

java.lang.Object

org.encog.neural.pattern.BoltzmannPattern

All Implemented Interfaces:

NeuralNetworkPattern

public class BoltzmannPattern
extends Object
implements NeuralNetworkPattern

Pattern to create a Boltzmann machine.

Constructor Summary

Constructors

Constructor and Description
BoltzmannPattern()

Method Summary

Methods

Modifier and Type	Method and Description
void	addHiddenLayer(int count) Not supported, will throw an exception, Boltzmann networks have no hidden layers.
void	clear() Clear any properties set on this network.
MLMethod	generate() Generate the network.
int	getAnnealCycles()
int	getRunCycles()
double	getTemperature()
void	setActivationFunction(ActivationFunction activation) Not used, will throw an exception.
void	setAnnealCycles(int annealCycles) Set the number of annealing cycles per run.
void	setInputNeurons(int count) Set the number of input neurons.
void	setOutputNeurons(int count) Set the number of output neurons.
void	setRunCycles(int runCycles) Set the number of cycles per run.
void	setTemperature(double temperature) Set the temperature.

Methods inherited from class java.lang.Object

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

Constructor Detail

BoltzmannPattern

public BoltzmannPattern()

Method Detail

addHiddenLayer

public void addHiddenLayer(int count)

Not supported, will throw an exception, Boltzmann networks have no hidden layers.

Specified by:

addHiddenLayer in interface NeuralNetworkPattern

Parameters:

count - Not used.

clear

public void clear()

Clear any properties set on this network.

Specified by:

clear in interface NeuralNetworkPattern

generate

public MLMethod generate()

Generate the network.

Specified by:

generate in interface NeuralNetworkPattern

Returns:

The generated network.

getAnnealCycles

public int getAnnealCycles()

Returns:

The number of annealing cycles per run.

getRunCycles

public int getRunCycles()

Returns:

The number of cycles per run.

getTemperature

public double getTemperature()

Returns:

The temperature.

setActivationFunction

public void setActivationFunction(ActivationFunction activation)

Not used, will throw an exception.

Specified by:

setActivationFunction in interface NeuralNetworkPattern

Parameters:

activation - Not used.

setAnnealCycles

public void setAnnealCycles(int annealCycles)

Set the number of annealing cycles per run.

Parameters:

annealCycles - The new value.

setInputNeurons

public void setInputNeurons(int count)

Set the number of input neurons. This is the same as the number of output neurons.

Specified by:

setInputNeurons in interface NeuralNetworkPattern

Parameters:

count - The number of input neurons.

setOutputNeurons

public void setOutputNeurons(int count)

Set the number of output neurons. This is the same as the number of input neurons.

Specified by:

setOutputNeurons in interface NeuralNetworkPattern

Parameters:

count - The number of output neurons.

setRunCycles

public void setRunCycles(int runCycles)

Set the number of cycles per run.

Parameters:

runCycles - The new value.

setTemperature

public void setTemperature(double temperature)

Set the temperature.

Parameters:

temperature - The new value.