// 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