/* * 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.structure; import java.util.Comparator; import org.encog.neural.networks.BasicNetwork; import org.encog.neural.networks.layers.Layer; /** * Used to compare layers and ensure a consistent sort order. */ public class LayerComparator implements Comparator<Layer> { /** * The structure of the neural network. */ private final NeuralStructure structure; /** * The current depth. */ private final CalculateDepth depth; /** * The input layer. */ private final Layer inputLayer; /** * The output layer. */ private final Layer outputLayer; /** * Construct a level comparator for the specified structure. * * @param structure * The structure of the neural network to compare. */ public LayerComparator(final NeuralStructure structure) { this.structure = structure; this.depth = new CalculateDepth(structure.getNetwork()); this.inputLayer = this.structure.getNetwork().getLayer( BasicNetwork.TAG_INPUT); this.outputLayer = this.structure.getNetwork().getLayer( BasicNetwork.TAG_OUTPUT); } /** * Compare two layers. * * @param layer1 * The first layer to compare. * @param layer2 * The second layer to compare. * @return The value 0 if the argument layer is equal to this layer; a value * less than 0 if this layer is less than the argument; and a value * greater than 0 if this layer is greater than the layer argument. */ public int compare(final Layer layer1, final Layer layer2) { final int depth1 = this.depth.getDepth(layer1); final int depth2 = this.depth.getDepth(layer2); // are they the same layers? if (layer1 == layer2) { return 0; } else if ((layer1 == this.outputLayer) || (layer2 == this.inputLayer)) { return -1; } else if ((layer2 == this.outputLayer) || (layer1 == this.inputLayer)) { return 1; } else if (depth1 != depth2) { return depth1 - depth2; // failing all else, just sort them by their ids } else { return layer1.getID() - layer2.getID(); } } /** * Determine if two layers are equal. They are only equal if they have the * same weight matrix size. * * @param layer1 * The first layer to compare. * @param layer2 * The second layer to compare. * @return True if they are equal, false if they are not. */ public boolean equal(final Layer layer1, final Layer layer2) { return layer1 == layer2; } }