// DominanceComparator.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 a constraint violation test + * dominance checking, as in NSGA-II. */ public class DominanceComparator implements Comparator { IConstraintViolationComparator violationConstraintComparator_ ; /** * Constructor */ public DominanceComparator() { violationConstraintComparator_ = new OverallConstraintViolationComparator(); //violationConstraintComparator_ = new NumberOfViolatedConstraintComparator(); } /** * Constructor * @param comparator */ public DominanceComparator(IConstraintViolationComparator comparator) { violationConstraintComparator_ = comparator ; } /** * Compares two solutions. * @param object1 Object representing the first <code>Solution</code>. * @param object2 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 solution22, respectively. */ public int compare(Object object1, Object object2) { if (object1==null) return 1; else if (object2 == null) return -1; Solution solution1 = (Solution)object1; Solution solution2 = (Solution)object2; 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 ; int flag; //stores the result of the comparison // Test to determine whether at least a solution violates some constraint if (violationConstraintComparator_.needToCompare(solution1, solution2)) return violationConstraintComparator_.compare(solution1, solution2) ; /* if (solution1.getOverallConstraintViolation()!= solution2.getOverallConstraintViolation() && (solution1.getOverallConstraintViolation() < 0) || (solution2.getOverallConstraintViolation() < 0)){ return (overallConstraintViolationComparator_.compare(solution1,solution2)); } */ // Equal number of violated constraints. Applying a dominance Test then double value1, value2; for (int i = 0; i < solution1.getNumberOfObjectives(); i++) { value1 = solution1.getObjective(i); value2 = solution2.getObjective(i); if (value1 < value2) { flag = -1; } else if (value1 > value2) { flag = 1; } else { flag = 0; } if (flag == -1) { dominate1 = 1; } if (flag == 1) { dominate2 = 1; } } if (dominate1 == dominate2) { return 0; //No one dominate the other } if (dominate1 == 1) { return -1; // solution1 dominate } return 1; // solution2 dominate } // compare } // DominanceComparator