org.moeaframework.examples.gp.regression.QuarticExample.java Source code

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Here is the source code for org.moeaframework.examples.gp.regression.QuarticExample.java

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/* 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 <http://www.gnu.org/licenses/>.
 */
package org.moeaframework.examples.gp.regression;

import org.apache.commons.math3.analysis.UnivariateFunction;

/**
 * The Quartic function as introduced by Koza [1].  The function is
 * {@code f(x) = x^4 + x^3 + x^2 + x}.
 * 
 * References:
 * <ol>
 *   <li>Koza, J.R.  "Genetic Programming: On the Programming of Computers by
 *       Means of Natural Selection."  MIT Press, Cambridge, MA, USA, 1992.
 * </ol>
 */
public class QuarticExample implements UnivariateFunction {

    /**
     * Runs the Quartic demo problem.
     * 
     * @param args the command line arguments
     */
    public static void main(String[] args) {
        SymbolicRegressionGUI.runDemo(new SymbolicRegression(new QuarticExample(), -1.0, 1.0, 100));
    }

    @Override
    public double value(double x) {
        return x * x * x * x + x * x * x + x * x + x;
    }

}