// EpsilonDominanceComparator.java // // Author: // Antonio J. Nebro <antonio@lcc.uma.es> // Juan J. Durillo <durillo@lcc.uma.es> // // Copyright (c) 2011 Antonio J. Nebro, Juan J. Durillo // // This program 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 of the License, or // (at your option) any later version. // // This program 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 General Public License for more details. // // You should have received a copy of the GNU Lesser General Public License // along with this program. If not, see <http://www.gnu.org/licenses/>. package jmetal.util.comparators; import jmetal.core.Solution; import java.util.Comparator; /** * This class implements a <code>Comparator</code> (a method for comparing * <code>Solution</code> objects) based on epsilon dominance. */ public class EpsilonDominanceComparator implements Comparator{ /** * Stores the value of eta, needed for epsilon-dominance. */ private double eta_; /** * stores a comparator for check the OverallConstraintComparator */ private static final Comparator overallConstraintViolationComparator_ = new OverallConstraintViolationComparator(); /** * Constructor. * @param eta Value for epsilon-dominance. */ public EpsilonDominanceComparator(double eta) { eta_ = eta; } /** * Compares two solutions. * @param solution1 Object representing the first <code>Solution</code>. * @param solution2 Object representing the second <code>Solution</code>. * @return -1, or 0, or 1 if solution1 dominates solution2, both are * non-dominated, or solution1 is dominated by solution2, respectively. */ public int compare(Object object1, Object object2) { if (object1==null) return 1; else if (object2 == null) return -1; int dominate1 ; // dominate1 indicates if some objective of solution1 // dominates the same objective in solution2. dominate2 int dominate2 ; // is the complementary of dominate1. dominate1 = 0 ; dominate2 = 0 ; Solution solution1 = (Solution)object1; Solution solution2 = (Solution)object2; int flag; Comparator constraint = new OverallConstraintViolationComparator(); flag = constraint.compare(solution1,solution2); if (flag != 0) { return flag; } double value1, value2; // Idem number of violated constraint. Apply a dominance Test for (int i = 0; i < ((Solution)solution1).getNumberOfObjectives(); i++) { value1 = solution1.getObjective(i); value2 = solution2.getObjective(i); //Objetive implements comparable!!! if (value1/(1 + eta_) < value2) { flag = -1; } else if (value1/(1 + eta_) > value2) { flag = 1; } else { flag = 0; } if (flag == -1) { dominate1 = 1; } if (flag == 1) { dominate2 = 1; } } if (dominate1 == dominate2) { return 0; // No one dominates the other } if (dominate1 == 1) { return -1; // solution1 dominates } return 1; // solution2 dominates } // compare } // EpsilonDominanceComparator