/*
* This file is part of JGAP.
*
* JGAP offers a dual license model containing the LGPL as well as the MPL.
*
* For licensing information please see the file license.txt included with JGAP
* or have a look at the top of class org.jgap.Chromosome which representatively
* includes the JGAP license policy applicable for any file delivered with JGAP.
*/
package org.jgap.gp.impl;
import java.io.*;
import java.util.*;
import org.jgap.gp.*;
/**
* Selects individuals proportionally according to their adjusted fitness.
*
* @author Klaus Meffert
* @since 3.0
* @deprecated use TournamentSelector or WeightedGPRouletteSelector instead
*/
public class FitnessProportionateSelection
implements INaturalGPSelector, Serializable {
/** String containing the CVS revision. Read out via reflection!*/
private final static String CVS_REVISION = "$Revision: 1.6 $";
/**
* Constructor.
*
* @author Klaus Meffert
* @since 3.2
*/
public FitnessProportionateSelection() {
}
/**
*
* @param a_genotype GPGenotype
* @return IGPProgram
* @deprecated use TournamentSelector or WeightedGPRouletteSelector instead
*/
public IGPProgram select(GPGenotype a_genotype) {
double chosen = a_genotype.getGPConfiguration().getRandomGenerator().
nextFloat() * a_genotype.getTotalFitness();
int num = 0;
GPPopulation pop = a_genotype.getGPPopulation();
int popSize = pop.size();
// Consider the fitness comparator used.
// -------------------------------------
IGPFitnessEvaluator evaluator = a_genotype.getGPConfiguration().getGPFitnessEvaluator();
num = Arrays.binarySearch(pop.getFitnessRanks(), (float) chosen);
if (num >= 0) {
return pop.getGPProgram(num);
}
else {
/**@todo implement for deltaMode*/
boolean deltaMode;
if (evaluator.isFitter(2.0d, 1.0d)) {
deltaMode = false;
}
else {
deltaMode = true;
}
for (num = 1; num < popSize; num++) {
if (chosen < pop.getFitnessRank(num)) {
break;
}
}
num--;
if (num >= popSize - 1) {
if (popSize - 1 < 1) {
num = 1;
}
else {
// fall back to complete randomization.
// ------------------------------------
num = a_genotype.getGPConfiguration().getRandomGenerator().
nextInt(popSize - 1);
}
}
return pop.getGPProgram(num);
}
}
}