dominancecomparator.java

关于多目标优化的代码

/**
 * DominanceComparator.java
 * 
 * @author Juan J. Durillo
 * @version 1.0
 */
package jmetal.base.operator.comparator;

import jmetal.base.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{
 
  /** 
   * stores a comparator for check the OverallConstraintComparator
   */
  private static final Comparator overallConstraintViolationComparator_ =
                              new OverallConstraintViolationComparator();
 /**
  * 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;
    
    int dominate1 ; // dominate1 indicates if some objective of solution1 
                    // dominates the same objective in solution2. dominate2
    int dominate2 ; // is the complementary of dominate1.
    Solution solution1 = (Solution)object1;
    Solution solution2 = (Solution)object2;

    dominate1 = 0 ; 
    dominate2 = 0 ;
    
    int flag; //stores the result of the comparation

    if (solution1.getOverallConstraintViolation()!= 
        solution2.getOverallConstraintViolation() &&
       (solution1.getOverallConstraintViolation() < 0) ||         
       (solution2.getOverallConstraintViolation() < 0)){            
      return (overallConstraintViolationComparator_.compare(solution1,solution2));
    }
                                                
    // Equal number of violated constraint. Apply a dominance Test
    double value1, value2;
    for (int i = 0; i < solution1.numberOfObjectives(); 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