MOEAFramework-2.10.src.org.moeaframework.problem.BBOB2016.TransformVariablesAffine Maven / Gradle / Ivy
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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 .
*/
package org.moeaframework.problem.BBOB2016;
import org.moeaframework.core.Solution;
import org.moeaframework.core.variable.EncodingUtils;
/*
* The following source code is derived from the Coco Framework available at
* under the 3-clause BSD license. The
* original code is copyright 2013 by the NumBBO/CoCO team. See the AUTHORS
* file located in the Coco Framework repository for more details.
*/
/**
* Performs an affine transformation of the form f(x) = Mx + b.
*/
public class TransformVariablesAffine extends BBOBTransformation {
/**
* The rotation component of the affine transform.
*/
private final double[][] M;
/**
* The translation component of the affine transform.
*/
private final double[] b;
/**
* Constructs a new instance of the affine transformation.
*
* @param function the inner function
* @param M the rotation component of the affine transform
* @param b the translation component of the affine transform
*/
public TransformVariablesAffine(BBOBFunction function, double[][] M, double[] b) {
super(function);
this.M = M;
this.b = b;
}
@Override
public void evaluate(Solution solution) {
double[] x = EncodingUtils.getReal(solution);
double[] tx = x.clone();
for (int i = 0; i < x.length; i++) {
tx[i] = b[i];
for (int j = 0; j < x.length; j++) {
tx[i] += x[j] * M[i][j];
}
}
EncodingUtils.setReal(solution, tx);
function.evaluate(solution);
EncodingUtils.setReal(solution, x);
}
}