dhadka

import java.util.ArrayList;
import java.util.LinkedList;
import java.util.List;
import java.util.Properties;

import org.moeaframework.Executor;
import org.moeaframework.algorithm.AbstractEvolutionaryAlgorithm;
import org.moeaframework.analysis.plot.Plot;
import org.moeaframework.core.Algorithm;
import org.moeaframework.core.EpsilonBoxDominanceArchive;

dhadka

import java.io.IOException;
import java.io.StringReader;

import javax.script.Bindings;
import javax.script.ScriptEngine;
import javax.script.ScriptEngineManager;
import javax.script.ScriptException;
import javax.script.SimpleBindings;

import org.moeaframework.Executor;

dhadka

import java.security.SecureRandom;
import java.util.Random;
import org.apache.commons.math3.random.MersenneTwister;

public class SynchronizedMersenneTwister extends Random {

	private static final long serialVersionUID = -4586969514356530381L;

	private static Random SEEDER;
	

dhadka

/* 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

dhadka

/* 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

dhadka

        Instrumenter instrumenter = new Instrumenter()
                .withProblem("UF1")
                .withFrequency(100)
                .attachApproximationSetCollector();

        new Executor()
                .withProblem("UF1")
                .withAlgorithm("NSGAII")
                .withMaxEvaluations(10000)
                .withInstrumenter(instrumenter)

dhadka

import java.io.BufferedReader;
import java.io.File;
import java.io.FileReader;
import java.io.IOException;
import java.io.PrintWriter;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.ExecutionException;

dhadka

//  FPGAFitnessComparator.java
//
//  Author:
//       Antonio J. Nebro <antonio@lcc.uma.es>
//       Juan J. Durillo <durillo@lcc.uma.es>
//
//  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

dhadka

dhadka

	private Algorithm newNSGAIII(TypedProperties properties, Problem problem) {
		int divisionsOuter = 4;
		int divisionsInner = 0;
		
		if (properties.contains("divisionsOuter") && properties.contains("divisionsInner")) {
			divisionsOuter = (int)properties.getDouble("divisionsOuter", 4);
			divisionsInner = (int)properties.getDouble("divisionsInner", 0);
		} else if (properties.contains("divisions")){
			divisionsOuter = (int)properties.getDouble("divisions", 4);
		} else if (problem.getNumberOfObjectives() == 1) {