/* * Open BEAGLE * Copyright (C) 2001-2007 by Christian Gagne and Marc Parizeau * * 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 2.1 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: * Laboratoire de Vision et Systemes Numeriques * Departement de genie electrique et de genie informatique * Universite Laval, Quebec, Canada, G1K 7P4 * http://vision.gel.ulaval.ca * */ /*! * \file beagle/Coev.hpp * \brief File to include to import all the co-evolution specific classes. * \author Christian Gagne * \author Marc Parizeau * $Revision: 1.12.2.1 $ * $Date: 2007/05/09 01:51:01 $ */ /*! * \defgroup COEVF Co-evolution Framework * \brief Specialized framework for co-evolution. * * Co-evolution framework is based on multi-threading programming, where each thread is associated to * a population. The execution sequence of each thread is the same than what usually done in the * main function of standard evolutions (i.e. build system, evaluation operator, vivarium, evolver, * initialize evolver, and start evolution). The population in each thread evolves independently, * with inter-thread synchronization only in co-evolutionary fitness evaluation operator. This * operator behaves quite differently than usual mono-population evaluation operator. The * co-evolution evaluation procedure starts by calling Coev::EvaluationOp::makeSets, which makes * evaluation sets of the evolving population and add them into shared storage structure, using * method Coev::EvaluationOp::addSet. When the desired number of evaluation sets is added (the * trigger value) the co-evolutionary fitness evaluation method defined in * Coev::EvaluationOp::evaluateSets is called. Pure virtual methods Coev::EvaluationOp::makeSets * and Coev::EvaluationOp::evaluateSets are problem-specific and must be defined by the user in * its co-evolutionary fitness evaluation operators. * * A trigger value is used to specify the number of evaluation sets needed to start a * co-evolutionary evaluation. This value is usually equal to the number of threads/populations used, * as usually each thread/population add one evaluation set before doing the co-evolutionary * evaluation operation. But different trigger value can be used depending on the context. * * Marc Parizeau's portable C++ classes for multi-threading (defined in namespace Threading) * are also provided with co-evolutionary framework. These are used internally by the co-evolution * framework. Users are advised to use them for their co-evolutionary applications. * */ /*! * \namespace Beagle::Coev * \brief Namespace of the co-evolution classes. * \ingroup COEVF */ #ifndef Beagle_Coev_hpp #define Beagle_Coev_hpp // Beagle generic components #include "beagle/Beagle.hpp" #include "beagle/GA.hpp" #include "beagle/GP.hpp" // Mutli-threading classes #include "Threading.hpp" // Co-evolution classes #include "beagle/Coev/EvaluationOp.hpp" #include "beagle/Coev/GPEvaluationOp.hpp" #include "beagle/Coev/TermBroadcastOp.hpp" #endif // Beagle_Coev_hpp