/** -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*- //----------------------------------------------------------------------------- // eoEsLocalXover.h : ES global crossover // (c) Marc Schoenauer 2001 This library 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 2 of the License, or (at your option) any later version. This library 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 this library; if not, write to the Free Software Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA Contact: marc.schoenauer@polytechnique.fr http://eeaax.cmap.polytchnique.fr/ */ //----------------------------------------------------------------------------- #ifndef _eoEsLocalXover_H #define _eoEsLocalXover_H #include #include #include #include #include // needs a selector - here random #include /** Standard (i.e. eoBinOp) crossover operator for ES genotypes. * Uses some Atom crossovers to handle both the object variables * and the mutation strategy parameters * It is an eoBinOp and has to be wrapped into an eoGenOp before being used * like the global version */ template class eoEsStandardXover: public eoBinOp { public: typedef typename EOT::Fitness FitT; /** * (Default) Constructor. */ eoEsStandardXover(eoBinOp & _crossObj, eoBinOp & _crossMut) : crossObj(_crossObj), crossMut(_crossMut) {} /// The class name. Used to display statistics virtual std::string className() const { return "eoEsStandardXover"; } /** * modifies one parents in the populator * using a second parent */ bool operator()(EOT& _eo1, const EOT& _eo2) { bool bLoc=false; // first, the object variables for (unsigned i=0; i<_eo1.size(); i++) { bLoc |= crossObj(_eo1[i], _eo2[i]); // apply eoBinOp } // then the self-adaptation parameters bLoc |= cross_self_adapt(_eo1, _eo2); return bLoc; } private: // the method to cross slef-adaptation parameters: need to specialize bool cross_self_adapt(eoEsSimple & _parent1, const eoEsSimple & _parent2) { return crossMut(_parent1.stdev, _parent2.stdev); // apply eoBinOp } bool cross_self_adapt(eoEsStdev & _parent1, const eoEsStdev & _parent2) { bool bLoc=false; for (unsigned i=0; i<_parent1.size(); i++) { bLoc |= crossMut(_parent1.stdevs[i], _parent2.stdevs[i]); // apply eoBinOp } return bLoc; } bool cross_self_adapt(eoEsFull & _parent1, const eoEsFull & _parent2) { bool bLoc=false; unsigned i; // the StDev for (i=0; i<_parent1.size(); i++) { bLoc |= crossMut(_parent1.stdevs[i], _parent2.stdevs[i]); // apply eoBinOp } // the roataion angles for (i=0; i<_parent1.correlations.size(); i++) { bLoc |= crossMut(_parent1.correlations[i], _parent2.correlations[i]); // apply eoBinOp } return bLoc; } // the data eoRandomSelect sel; eoBinOp & crossObj; eoBinOp & crossMut; }; #endif