org.encog.neural.pattern
Class NEATPattern

java.lang.Object
  org.encog.neural.pattern.NEATPattern

All Implemented Interfaces:

NeuralNetworkPattern

public class NEATPattern
extends Object
implements NeuralNetworkPattern

Constructor Summary

NEATPattern()

Method Summary

void	addHiddenLayer(int count) Add the hidden layer, this should be called once, as a RBF has a single hidden layer.
void	clear() Clear out any hidden neurons.
BasicNetwork	generate() Generate the RBF network.
List<NEATNeuron>	getNeurons()
boolean	isSnapshot()
void	setActivationFunction(ActivationFunction activation) Set the activation function to use on the output layer.
void	setInputNeurons(int count) Set the number of input neurons.
void	setNEATActivationFunction(ActivationFunction activation) Set the activation function to use on the NEAT neurons.
void	setOutputNeurons(int count) Set the number of output neurons.
void	setSnapshot(boolean snapshot)

Methods inherited from class java.lang.Object

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

Constructor Detail

NEATPattern

public NEATPattern()

Method Detail

addHiddenLayer

public void addHiddenLayer(int count)

Add the hidden layer, this should be called once, as a RBF has a single hidden layer.

Specified by:

addHiddenLayer in interface NeuralNetworkPattern

Parameters:

count - The number of neurons in the hidden layer.

clear

public void clear()

Clear out any hidden neurons.

Specified by:

clear in interface NeuralNetworkPattern

generate

public BasicNetwork generate()

Generate the RBF network.

Specified by:

generate in interface NeuralNetworkPattern

Returns:

The neural network.

setActivationFunction

public void setActivationFunction(ActivationFunction activation)

Set the activation function to use on the output layer.

Specified by:

setActivationFunction in interface NeuralNetworkPattern

Parameters:

activation - The new activation function.

setNEATActivationFunction

public void setNEATActivationFunction(ActivationFunction activation)

Set the activation function to use on the NEAT neurons.

Parameters:

activation - The new activation function.

setInputNeurons

public void setInputNeurons(int count)

Set the number of input 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.

Specified by:

setOutputNeurons in interface NeuralNetworkPattern

Parameters:

count - The number of output neurons.

isSnapshot

public boolean isSnapshot()

setSnapshot

public void setSnapshot(boolean snapshot)

getNeurons

public List<NEATNeuron> getNeurons()