/* * Licensed to the Apache Software Foundation (ASF) under one or more * contributor license agreements. See the NOTICE file distributed with * this work for additional information regarding copyright ownership. * The ASF licenses this file to You 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. */ package org.apache.commons.math3.genetics; import java.util.ArrayList; import java.util.List; import org.apache.commons.math3.exception.MathIllegalArgumentException; import org.apache.commons.math3.exception.util.LocalizedFormats; /** * Mutation for {@link BinaryChromosome}s. Randomly changes one gene. * * @since 2.0 */ public class BinaryMutation implements MutationPolicy { /** * Mutate the given chromosome. Randomly changes one gene. * * @param original the original chromosome. * @return the mutated chromosome. * @throws MathIllegalArgumentException if <code>original</code> is not an instance of {@link BinaryChromosome}. */ public Chromosome mutate(Chromosome original) throws MathIllegalArgumentException { if (!(original instanceof BinaryChromosome)) { throw new MathIllegalArgumentException(LocalizedFormats.INVALID_BINARY_CHROMOSOME); } BinaryChromosome origChrom = (BinaryChromosome) original; List<Integer> newRepr = new ArrayList<Integer>(origChrom.getRepresentation()); // randomly select a gene int geneIndex = GeneticAlgorithm.getRandomGenerator().nextInt(origChrom.getLength()); // and change it newRepr.set(geneIndex, origChrom.getRepresentation().get(geneIndex) == 0 ? 1 : 0); Chromosome newChrom = origChrom.newFixedLengthChromosome(newRepr); return newChrom; } }