/* Copyright 2009-2015 David Hadka
*
* This file is part of the MOEA Framework.
*
* The MOEA Framework 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.
*
* The MOEA Framework 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 the MOEA Framework. If not, see <http://www.gnu.org/licenses/>.
*/
package org.moeaframework.algorithm.jmetal;
import java.io.NotSerializableException;
import java.io.Serializable;
import org.moeaframework.algorithm.AlgorithmException;
import org.moeaframework.core.Algorithm;
import org.moeaframework.core.NondominatedPopulation;
import org.moeaframework.core.Problem;
import org.moeaframework.core.Solution;
/**
* Adapter for JMetal algorithms. This allows JMetal algorithms to be used
* within the MOEA Framework as an {@link Algorithm}.
*/
public class JMetalAlgorithmAdapter implements Algorithm {
/**
* The JMetal algorithm.
*/
private final jmetal.core.Algorithm algorithm;
/**
* The JMetal problem adapter.
*/
private final JMetalProblemAdapter problem;
/**
* The JMetal solution set.
*/
private jmetal.core.SolutionSet solutionSet;
/**
* Constructs an adapter for the specified JMetal algorithm.
*
* @param algorithm the JMetal algorithm
*/
public JMetalAlgorithmAdapter(jmetal.core.Algorithm algorithm,
JMetalProblemAdapter problem) {
super();
this.algorithm = algorithm;
this.problem = problem;
}
@Override
public void evaluate(Solution solution) {
problem.getProblem().evaluate(solution);
}
@Override
public int getNumberOfEvaluations() {
if (solutionSet == null) {
return 0;
} else {
Integer result = (Integer)algorithm.getInputParameter(
"maxEvaluations");
if (result == null) {
// probably a PSO or GDE3 variant
Integer maxIterations = (Integer)algorithm.getInputParameter(
"maxIterations");
Integer populationSize = (Integer)algorithm.getInputParameter(
"populationSize");
if (populationSize == null) {
populationSize = (Integer)algorithm.getInputParameter(
"swarmSize");
}
result = maxIterations*populationSize;
}
return result;
}
}
@Override
public Problem getProblem() {
return problem.getProblem();
}
@Override
public NondominatedPopulation getResult() {
NondominatedPopulation result = new NondominatedPopulation();
if (solutionSet != null) {
for (int i = 0; i < solutionSet.size(); i++) {
result.add(problem.translate(solutionSet.get(i)));
}
}
return result;
}
@Override
public void step() {
if (solutionSet == null) {
try {
solutionSet = algorithm.execute();
} catch (Exception e) {
throw new AlgorithmException(this, e);
}
}
}
@Override
public boolean isTerminated() {
return solutionSet != null;
}
@Override
public void terminate() {
if (solutionSet == null) {
solutionSet = new jmetal.core.SolutionSet();
}
}
/**
* Throws {@code NotSerializableException} since JMetal algorithms are
* currently not serializable.
*/
@Override
public Serializable getState() throws NotSerializableException {
throw new NotSerializableException(getClass().getName());
}
/**
* Throws {@code NotSerializableException} since JMetal algorithms are
* currently not serializable.
*/
@Override
public void setState(Object state) throws NotSerializableException {
throw new NotSerializableException(getClass().getName());
}
}