/*
* Encog(tm) Core v2.5 - Java Version
* http://www.heatonresearch.com/encog/
* http://code.google.com/p/encog-java/
* Copyright 2008-2010 Heaton Research, Inc.
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*
* For more information on Heaton Research copyrights, licenses
* and trademarks visit:
* http://www.heatonresearch.com/copyright
*/
package org.encog.neural.networks.synapse.neat;
import java.io.Serializable;
import org.encog.persist.annotations.EGReference;
/**
* Implements a link between two NEAT neurons.
*
* NeuroEvolution of Augmenting Topologies (NEAT) is a genetic algorithm for the
* generation of evolving artificial neural networks. It was developed by Ken
* Stanley while at The University of Texas at Austin.
*
* http://www.cs.ucf.edu/~kstanley/
*
*/
public class NEATLink implements Serializable {
/**
* The serial id.
*/
private static final long serialVersionUID = -4117045705080951946L;
/**
* The source neuron.
*/
@EGReference
private NEATNeuron fromNeuron;
/**
* Is this link recurrent.
*/
private boolean recurrent;
/**
* The target neuron.
*/
@EGReference
private NEATNeuron toNeuron;
/**
* The weight between the two neurons.
*/
private double weight;
/**
* Default constructor, used mainly for persistance.
*/
public NEATLink() {
}
/**
* Construct a NEAT link.
*
* @param weight
* The weight between the two neurons.
* @param fromNeuron
* The source neuron.
* @param toNeuron
* The target neuron.
* @param recurrent
* Is this a recurrent link.
*/
public NEATLink(final double weight, final NEATNeuron fromNeuron,
final NEATNeuron toNeuron, final boolean recurrent) {
this.weight = weight;
this.fromNeuron = fromNeuron;
this.toNeuron = toNeuron;
this.recurrent = recurrent;
}
/**
* @return The source neuron.
*/
public NEATNeuron getFromNeuron() {
return this.fromNeuron;
}
/**
* @return The target neuron.
*/
public NEATNeuron getToNeuron() {
return this.toNeuron;
}
/**
* @return The weight of the link.
*/
public double getWeight() {
return this.weight;
}
/**
* @return True if this is a recurrent link.
*/
public boolean isRecurrent() {
return this.recurrent;
}
}