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jMetal problem classes, including single- and multi-objective benchmarks
// CEC2009_UF1.java
//
// Author:
// Antonio J. Nebro
// Juan J. Durillo
//
// Copyright (c) 2011 Antonio J. Nebro, Juan J. Durillo
//
// 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.problem.multiobjective.UF;
import org.uma.jmetal.problem.impl.AbstractDoubleProblem;
import org.uma.jmetal.solution.DoubleSolution;
import java.util.ArrayList;
import java.util.List;
/**
* Class representing problem CEC2009_UF1
*/
@SuppressWarnings("serial")
public class UF1 extends AbstractDoubleProblem {
/**
* Constructor.
* Creates a default instance of problem CEC2009_UF1 (30 decision variables)
*/
public UF1() {
this(30);
}
/**
* Creates a new instance of problem CEC2009_UF1.
* @param numberOfVariables Number of variables.
*/
public UF1(int numberOfVariables) {
setNumberOfVariables(numberOfVariables) ;
setNumberOfObjectives(2) ;
setNumberOfConstraints(0) ;
setName("UF1") ;
List lowerLimit = new ArrayList<>(getNumberOfVariables()) ;
List upperLimit = new ArrayList<>(getNumberOfVariables()) ;
lowerLimit.add(0.0);
upperLimit.add(1.0);
for (int i = 1; i < getNumberOfVariables(); i++) {
lowerLimit.add(-1.0);
upperLimit.add(1.0);
}
setLowerLimit(lowerLimit);
setUpperLimit(upperLimit);
}
/** Evaluate() method */
@Override
public void evaluate(DoubleSolution solution) {
double[] fx = new double[getNumberOfObjectives()];
double[] x = new double[getNumberOfVariables()];
for (int i = 0; i < solution.getNumberOfVariables(); i++) {
x[i] = solution.getVariableValue(i) ;
}
int count1, count2;
double sum1, sum2, yj;
sum1 = sum2 = 0.0;
count1 = count2 = 0;
for (int j = 2 ; j <= getNumberOfVariables(); j++) {
yj = x[j-1] - Math.sin(6.0*Math.PI*x[0] + j*Math.PI/getNumberOfVariables());
yj = yj * yj;
if(j % 2 == 0) {
sum2 += yj;
count2++;
} else {
sum1 += yj;
count1++;
}
}
solution.setObjective(0, x[0] + 2.0 * sum1 / (double)count1);
solution.setObjective(1, 1.0 - Math.sqrt(x[0]) + 2.0 * sum2 / (double)count2);
}
}