MOEAFramework-2.11.examples.Example2 Maven / Gradle / Ivy
/* Copyright 2009-2016 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 .
*/
import java.io.IOException;
import org.moeaframework.Analyzer;
import org.moeaframework.Executor;
/**
* Demonstrates how only a few lines of code are necessary to setup, run
* and statistically compare multiple algorithms.
*/
public class Example2 {
public static void main(String[] args) throws IOException {
String problem = "UF1";
String[] algorithms = { "NSGAII", "GDE3", "eMOEA" };
//setup the experiment
Executor executor = new Executor()
.withProblem(problem)
.withMaxEvaluations(10000);
Analyzer analyzer = new Analyzer()
.withProblem(problem)
.includeHypervolume()
.showStatisticalSignificance();
//run each algorithm for 50 seeds
for (String algorithm : algorithms) {
analyzer.addAll(algorithm,
executor.withAlgorithm(algorithm).runSeeds(50));
}
//print the results
analyzer.printAnalysis();
}
}