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//  NSGAIIRunner.java
//
//  Author:
//       Antonio J. Nebro 
//
//  Copyright (c) 2014 Antonio J. Nebro
//
//  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 org.uma.jmetal.algorithm.Algorithm;
import org.uma.jmetal.algorithm.multiobjective.paes.PAES;
import org.uma.jmetal.algorithm.multiobjective.paes.PAESBuilder;
import org.uma.jmetal.operator.MutationOperator;
import org.uma.jmetal.problem.Problem;
import org.uma.jmetal.problem.multiobjective.ebes.Ebes;
import org.uma.jmetal.problem.multiobjective.ebes.EbesMutation;
import org.uma.jmetal.solution.Solution;
import org.uma.jmetal.util.AlgorithmRunner;
import org.uma.jmetal.util.JMetalException;
import org.uma.jmetal.util.JMetalLogger;
import org.uma.jmetal.util.ProblemUtils;
import org.uma.jmetal.util.fileoutput.SolutionSetOutput;
import org.uma.jmetal.util.fileoutput.impl.DefaultFileOutputContext;

import java.util.List;

/**
 * Class to configure and run the NSGA-II algorithm
 */
public class PAESEbesRunner {
  /**
   * @param args Command line arguments.
   * @throws java.io.IOException
   * @throws SecurityException
   * @throws ClassNotFoundException
   * Usage: three options
   *        - org.uma.jmetal.runner.multiobjective.NSGAIIRunner
   *        - org.uma.jmetal.runner.multiobjective.NSGAIIRunner problemName
   *        - org.uma.jmetal.runner.multiobjective.NSGAIIRunner problemName paretoFrontFile
   */
  public static void main(String[] args) throws JMetalException {
    Problem problem;
    Algorithm algorithm;
    MutationOperator mutation;

    String problemName = "org.uma.jmetal.problem.multiobjective.ebes.Ebes" ;

    problem = ProblemUtils.loadProblem(problemName);

    //mutation = new PolynomialMutation(1.0 / problem.getNumberOfVariables(), 20.0) ;
    double mutationProbability = 1.0 / ((Ebes)problem).getnumberOfGroupElements() ;
    mutation = new EbesMutation(mutationProbability) ;

    algorithm = new PAESBuilder(problem)
            .setMutationOperator(mutation)
            .setMaxEvaluations(10000)
            .setArchiveSize(100)
            .setBiSections(5)
            .build() ;

    AlgorithmRunner algorithmRunner = new AlgorithmRunner.Executor(algorithm)
            .execute() ;

    List population = ((PAES)algorithm).getResult() ;
    long computingTime = algorithmRunner.getComputingTime() ;

    new SolutionSetOutput.Printer(population)
            .setSeparator("\t")
            .setVarFileOutputContext(new DefaultFileOutputContext("VARP.tsv"))
            .setFunFileOutputContext(new DefaultFileOutputContext("FUNP.tsv"))
            .print();

    JMetalLogger.logger.info("Total execution time: " + computingTime + "ms");
    JMetalLogger.logger.info("Objectives values have been written to file FUN.tsv");
    JMetalLogger.logger.info("Variables values have been written to file VAR.tsv");

  }
}