/* * 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/GA/src/MutationFlipBitStrOp.cpp * \brief Source code of class GA::MutationFlipBitStrOp. * \author Christian Gagne * \author Marc Parizeau * $Revision: 1.14.2.1 $ * $Date: 2007/05/09 01:51:03 $ */ #include "beagle/GA.hpp" #include #include using namespace Beagle; /*! * \brief Construct a bit string GA flip bit mutation operator. * \param inMutationPbName Mutation probability parameter name used in register. * \param inBitMutatePbName Mutation bit probability parameter name used in register. * \param inName Name of the operator. */ GA::MutationFlipBitStrOp::MutationFlipBitStrOp(Beagle::string inMutationPbName, Beagle::string inBitMutatePbName, Beagle::string inName) : Beagle::MutationOp(inMutationPbName, inName), mBitMutatePbName(inBitMutatePbName) { } /*! * \brief Initialize the bit string GA flip bit mutation operator. * \param ioSystem System of the evolution. */ void GA::MutationFlipBitStrOp::initialize(System& ioSystem) { Beagle_StackTraceBeginM(); Beagle::MutationOp::initialize(ioSystem); if(ioSystem.getRegister().isRegistered(mMutationPbName)) { ioSystem.getRegister().deleteEntry(mMutationPbName); } if(ioSystem.getRegister().isRegistered(mMutationPbName)) { mMutationProba = castHandleT(ioSystem.getRegister()[mMutationPbName]); } else { mMutationProba = new Float(float(1.0)); Register::Description lProbaDescription( "Individual flip mutation prob.", "Float", "1.0", "Bit flip mutation probability for each GA individual." ); ioSystem.getRegister().addEntry(mMutationPbName, mMutationProba, lProbaDescription); } if(ioSystem.getRegister().isRegistered(mBitMutatePbName)) { mBitMutateProba = castHandleT(ioSystem.getRegister()[mBitMutatePbName]); } else { mBitMutateProba = new Float(float(0.01)); Register::Description lBitDescription( "Flip mutation probability", "Float", "0.01", "Probability for each bit to be inverted by mutation, when an individual is mutated." ); ioSystem.getRegister().addEntry(mBitMutatePbName, mBitMutateProba, lBitDescription); } Beagle_StackTraceEndM("void GA::MutationFlipBitStrOp::initialize(System& ioSystem)"); } /*! * \brief Bit flip mutate a bit string GA individual. * \param ioIndividual GA individual to mutate. * \param ioContext Context of the evolution. * \return True if the individual is effectively mutated, false if not. */ bool GA::MutationFlipBitStrOp::mutate(Beagle::Individual& ioIndividual, Context& ioContext) { Beagle_StackTraceBeginM(); Beagle_ValidateParameterM(mBitMutateProba->getWrappedValue()>=0.0, mBitMutatePbName, "<0"); bool lMutated = false; Beagle_LogVerboseM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("Bit flip mutation probability is: ")+ dbl2str(mBitMutateProba->getWrappedValue()) ); for(unsigned int i=0; i(ioIndividual[i]); Beagle_LogVerboseM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("Flip mutating the ")+uint2ordinal(i+1)+" bitstring" ); Beagle_LogDebugM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("The bitstring before GA flip bit mutation: ")+lBS->serialize() ); for(unsigned int j=0; jsize(); j++) { double lRolledPb = ioContext.getSystem().getRandomizer().rollUniform(); if(lRolledPb <= mBitMutateProba->getWrappedValue()) { (*lBS)[j] = !(*lBS)[j]; lMutated = true; } } if(lMutated) { Beagle_LogVerboseM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("The bitstring has been flip mutated") ); Beagle_LogDebugM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("The bitstring after GA flip bit mutation: ")+lBS->serialize() ); } else { Beagle_LogVerboseM( ioContext.getSystem().getLogger(), "mutation", "Beagle::GA::MutationFlipBitStrOp", string("The bitstring has not been mutated") ); } } return lMutated; Beagle_StackTraceEndM("bool GA::MutationFlipBitStrOp::mutate(Beagle::Individual& ioIndividual, Context& ioContext)"); } /*! * \brief Read a bit flip mutation operator from XML subtree. * \param inIter XML iterator to use to read mutation operator. * \param inOpMap Operator map to use to read mutation operator. */ void GA::MutationFlipBitStrOp::readWithMap(PACC::XML::ConstIterator inIter, OperatorMap& inOpMap) { Beagle_StackTraceBeginM(); if((inIter->getType()!=PACC::XML::eData) || (inIter->getValue()!=getName().c_str())) { std::ostringstream lOSS; lOSS << "tag <" << getName() << "> expected!" << std::flush; throw Beagle_IOExceptionNodeM(*inIter, lOSS.str().c_str()); } string lMutationPbReadName = inIter->getAttribute("mutationpb").c_str(); if(lMutationPbReadName.empty() == false) mMutationPbName = lMutationPbReadName; string lBitMutatePbReadName = inIter->getAttribute("mutbitpb").c_str(); if(lBitMutatePbReadName.empty() == false) mBitMutatePbName = lBitMutatePbReadName; Beagle_StackTraceEndM("void GA::MutationFlipBitStrOp::readWithMap(PACC::XML::ConstIterator inIter, OperatorMap& inOpMap)"); } /*! * \brief Write flip bit mutation operator into XML streamer. * \param ioStreamer XML streamer to write mutation operator into. * \param inIndent Whether XML output should be indented. */ void GA::MutationFlipBitStrOp::writeContent(PACC::XML::Streamer& ioStreamer, bool inIndent) const { Beagle_StackTraceBeginM(); Beagle::MutationOp::writeContent(ioStreamer, inIndent); ioStreamer.insertAttribute("mutbitpb", mBitMutatePbName); Beagle_StackTraceEndM("void GA::MutationFlipBitStrOp::writeContent(PACC::XML::Streamer& ioStreamer, bool inIndent) const"); }