crowdingcomparator.java

关于多目标优化的代码

/**
 * CrowdingComparator.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 the crowding distance, as in NSGA-II.
 */
public class CrowdingComparator implements Comparator{    

  /** 
   * stores a comparator for check the rank of solutions
   */
  private static final Comparator comparator = new RankComparator();
  
 /**
  * Compare two solutions.
  * @param o1 Object representing the first <code>Solution</code>.
  * @param o2 Object representing the second <code>Solution</code>.
  * @return -1, or 0, or 1 if o1 is less than, equal, or greater than o2,
  * respectively.
  */
  public int compare(Object o1, Object o2) {
    if (o1==null)
      return 1;
    else if (o2 == null)
      return -1;
    
    int flagComparatorRank = comparator.compare(o1,o2);
    if (flagComparatorRank != 0)
      return flagComparatorRank;
    
    /* His rank is equal, then distance crowding comparator */
    double distance1 = ((Solution)o1).getCrowdingDistance();
    double distance2 = ((Solution)o2).getCrowdingDistance();
    if (distance1 >  distance2)
      return -1;
    
    if (distance1 < distance2)
      return 1;
      
    return 0;    
  } // compare
} // CrowdingComparator