/* Copyright (C) DOLPHIN Project-Team, INRIA Lille - Nord Europe, 2006-2010 Sebastien Verel, Arnaud Liefooghe, Jeremie Humeau This software is governed by the CeCILL license under French law and abiding by the rules of distribution of free software. You can ue, modify and/ or redistribute the software under the terms of the CeCILL license as circulated by CEA, CNRS and INRIA at the following URL "http://www.cecill.info". In this respect, the user's attention is drawn to the risks associated with loading, using, modifying and/or developing or reproducing the software by the user in light of its specific status of free software, that may mean that it is complicated to manipulate, and that also therefore means that it is reserved for developers and experienced professionals having in-depth computer knowledge. Users are therefore encouraged to load and test the software's suitability as regards their requirements in conditions enabling the security of their systems and/or data to be ensured and, more generally, to use and operate it in the same conditions as regards security. The fact that you are presently reading this means that you have had knowledge of the CeCILL license and that you accept its terms. ParadisEO WebSite : http://paradiseo.gforge.inria.fr Contact: paradiseo-help@lists.gforge.inria.fr */ #ifndef _bbRoyalRoadEval_h #define _bbRoyalRoadEval_h #include #include /** * Full evaluation Function for Building-Block Royal Road problem: * Richard A. Watson & Thomas Jansen, "A building-block royal road where crossover is provably essential", GECCO 07. */ template< class EOT > class BBRoyalRoadEval : public eoEvalFunc { public: /** * Default constructor * @param _b number of blocks * @param _k size of a block */ BBRoyalRoadEval(unsigned int _b, unsigned int _k) : k(_k), b(_b) { } /** * add a target to sub-objective functions * * @param target target vector of boolean (of size k) * @param w weights of this target */ void addTarget(vector & target, double w) { targets.push_back(target); weights.push_back(w); } /** * Count the number of complete blocks in the bit string * @param _sol the solution to evaluate */ void operator() (EOT& _solution) { double sum = 0; unsigned int i, j, t; unsigned int offset; // Hamming distance double d; for(i = 0; i < b; i++) { offset = i * k; for(t = 0; t < targets.size(); t++) { d = 0; for(j = 0; j < k; j++) if (_solution[offset + j] != targets[t][j]) d++; if (d == 0) sum += weights[t]; else sum += 1.0 / ( 1.0 + d ); } } _solution.fitness(sum); } /** * get the size of a block * @return block size */ unsigned int blockSize() { return k; } /** * get the number of blocks * @return the number of blocks */ unsigned int nbBlocks() { return b; } /** * get the targets * @return the vector of targets which is a boolean vector */ vector > & getTargets() { return targets; } private: // number of blocks unsigned int b; // size of a block unsigned int k; vector > targets; vector weights; }; #endif