MOEAFramework-2.12.examples.Example3 Maven / Gradle / Ivy
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The MOEA Framework Maven Distribution
/* 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.Executor;
import org.moeaframework.Instrumenter;
import org.moeaframework.analysis.collector.Accumulator;
/**
* Demonstrates the use of the {@code Instrumenter} to collect run-time
* dynamics. The output lists the NFE, elapsed time and generational distance
* throughout the run.
*/
public class Example3 {
public static void main(String[] args) throws IOException {
// setup the instrumenter to record the generational distance metric
Instrumenter instrumenter = new Instrumenter()
.withProblem("UF1")
.withFrequency(100)
.attachElapsedTimeCollector()
.attachGenerationalDistanceCollector();
// use the executor to run the algorithm with the instrumenter
new Executor()
.withProblem("UF1")
.withAlgorithm("NSGAII")
.withMaxEvaluations(10000)
.withInstrumenter(instrumenter)
.run();
Accumulator accumulator = instrumenter.getLastAccumulator();
// print the runtime dynamics
System.out.format(" NFE Time Generational Distance%n");
for (int i=0; i