/* * 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.solve.genetic.crossover; import java.util.HashSet; import java.util.Set; import org.encog.solve.genetic.genes.Gene; import org.encog.solve.genetic.genome.Chromosome; /** * A simple cross over where genes are simply "spliced". Genes are not allowed * to repeat. */ public class SpliceNoRepeat implements Crossover { /** * Get a list of the genes that have not been taken before. This is useful * if you do not wish the same gene to appear more than once in a * chromosome. * * @param source * The pool of genes to select from. * @param taken * An array of the taken genes. * @return Those genes in source that are not taken. */ private static Gene getNotTaken(final Chromosome source, final Set<Gene> taken) { for (final Gene trial : source.getGenes()) { if (!taken.contains(trial)) { taken.add(trial); return trial; } } return null; } /** * The cut length. */ private final int cutLength; /** * Construct a splice crossover. * * @param cutLength * The cut length. */ public SpliceNoRepeat(final int cutLength) { this.cutLength = cutLength; } /** * Assuming this chromosome is the "mother" mate with the passed in * "father". * * @param father * The father. * @param offspring1 * Returns the first offspring * @param offspring2 * Returns the second offspring. */ public void mate(final Chromosome mother, final Chromosome father, final Chromosome offspring1, final Chromosome offspring2) { final int geneLength = father.getGenes().size(); // the chromosome must be cut at two positions, determine them final int cutpoint1 = (int) (Math.random() * (geneLength - this.cutLength)); final int cutpoint2 = cutpoint1 + this.cutLength; // keep track of which genes have been taken in each of the two // offspring, defaults to false. final Set<Gene> taken1 = new HashSet<Gene>(); final Set<Gene> taken2 = new HashSet<Gene>(); // handle cut section for (int i = 0; i < geneLength; i++) { if (!((i < cutpoint1) || (i > cutpoint2))) { offspring1.getGene(i).copy(father.getGene(i)); offspring2.getGene(i).copy(mother.getGene(i)); taken1.add(father.getGene(i)); taken2.add(mother.getGene(i)); } } // handle outer sections for (int i = 0; i < geneLength; i++) { if ((i < cutpoint1) || (i > cutpoint2)) { offspring1.getGene(i).copy( SpliceNoRepeat.getNotTaken(mother, taken1)); offspring2.getGene(i).copy( SpliceNoRepeat.getNotTaken(father, taken2)); } } } }