/** * Copyright (C) 2010-2017 Gordon Fraser, Andrea Arcuri and EvoSuite * contributors * * This file is part of EvoSuite. * * EvoSuite is free software: you can redistribute it and/or modify it * under the terms of the GNU Lesser General Public License as published * by the Free Software Foundation, either version 3.0 of the License, or * (at your option) any later version. * * EvoSuite is distributed in the hope that it will be useful, but * WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU * Lesser Public License for more details. * * You should have received a copy of the GNU Lesser General Public * License along with EvoSuite. If not, see <http://www.gnu.org/licenses/>. */ package org.evosuite.ga.operators.selection; import java.util.List; import org.evosuite.ga.Chromosome; import org.evosuite.ga.comparators.CrowdingComparator; import org.evosuite.utils.Randomness; /** * Select an individual from a population using a Crowd Comparison Operator * * @author José Campos */ public class BinaryTournamentSelectionCrowdedComparison<T extends Chromosome> extends SelectionFunction<T> { private static final long serialVersionUID = -6887165634607218631L; /** * index stores the actual index for selection */ private int index = 0; /** * indexes stores a permutation of ints */ private int indexes[]; private CrowdingComparator comparator; public BinaryTournamentSelectionCrowdedComparison() { this.comparator = new CrowdingComparator(maximize); } public BinaryTournamentSelectionCrowdedComparison(boolean isToMaximize) { this.comparator = new CrowdingComparator(isToMaximize); } @Override public int getIndex(List<T> population) { if (this.index == 0) // Create the permutation this.indexes = intPermutation(population.size()); int index1 = this.index; T p1 = population.get(this.indexes[index1]); int index2 = this.index + 1; T p2 = population.get(this.indexes[index2]); this.index = (this.index + 2) % (population.size()); int flag = this.comparator.compare(p1, p2); if (flag == -1) return index1; else if (flag == 1) return index2; return index1; // default } /** * Returns a permutation vector between the 0 and (length - 1) */ private int[] intPermutation(int length) { int[] aux = new int[length]; int[] result = new int[length]; // first, create an array from 0 to length - 1 // also is needed to create an random array of size length for (int i = 0; i < length; i++) { result[i] = i; aux[i] = Randomness.nextInt(0, length - 1); } // sort the random array with effect in result, and then we obtain a // permutation array between 0 and length - 1 for (int i = 0; i < length; i++) { for (int j = i + 1; j < length; j++) { if (aux[i] > aux[j]) { int tmp; tmp = aux[i]; aux[i] = aux[j]; aux[j] = tmp; tmp = result[i]; result[i] = result[j]; result[j] = tmp; } } } return result; } }