org.uma.jmetal.runner.multiobjective.CDGRunner Maven / Gradle / Ivy
// 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 .
package org.uma.jmetal.runner.multiobjective;
import java.io.FileNotFoundException;
import java.util.List;
import org.uma.jmetal.algorithm.Algorithm;
import org.uma.jmetal.algorithm.multiobjective.cdg.CDGBuilder;
import org.uma.jmetal.operator.impl.crossover.DifferentialEvolutionCrossover;
import org.uma.jmetal.problem.DoubleProblem;
import org.uma.jmetal.problem.multiobjective.glt.GLT4;
import org.uma.jmetal.util.AbstractAlgorithmRunner;
import org.uma.jmetal.solution.DoubleSolution;
import org.uma.jmetal.util.AlgorithmRunner;
import org.uma.jmetal.util.JMetalLogger;
/**
* Class for configuring and running the CDG algorithm
* The paper and Matlab code can be download at
* http://xinyecai.github.io/
*
* @author Feng Zhang
*/
public class CDGRunner extends AbstractAlgorithmRunner {
/**
* @param args Command line arguments.
* @throws ClassNotFoundException
* @throws SecurityException Invoking command:
* java org.uma.jmetal.runner.multiobjective.CDGRunner problemName [referenceFront]
*/
public static void main(String[] args) throws FileNotFoundException, ClassNotFoundException {
DoubleProblem problem;
Algorithm> algorithm;
DifferentialEvolutionCrossover crossover;
String problemName;
String referenceParetoFront = "";
if (args.length == 1) {
problemName = args[0];
} else if (args.length == 2) {
problemName = args[0];
referenceParetoFront = args[1];
} else {
// problemName = "org.uma.jmetal.problem.multiobjective.lz09.LZ09F6";
// referenceParetoFront = "jmetal-problem/src/test/resources/pareto_fronts/LZ09_F6.pf";
}
//problem = (DoubleProblem)ProblemUtils. loadProblem(problemName);
problem = new GLT4(10);
double cr = 1.0;
double f = 0.5;
crossover = new DifferentialEvolutionCrossover(cr, f, "rand/1/bin");
algorithm = new CDGBuilder(problem)
.setCrossover(crossover)
.setMaxEvaluations(300 * 1000)
.setPopulationSize(300)
.setResultPopulationSize(300)
.setNeighborhoodSelectionProbability(0.9)
.build();
AlgorithmRunner algorithmRunner = new AlgorithmRunner.Executor(algorithm)
.execute();
List population = algorithm.getResult();
long computingTime = algorithmRunner.getComputingTime();
JMetalLogger.logger.info("Total execution time: " + computingTime + "ms");
printFinalSolutionSet(population);
if (!referenceParetoFront.equals("")) {
printQualityIndicators(population, referenceParetoFront);
}
}
}