added PSO ring topology
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3 changed files with 164 additions and 1 deletions
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@ -177,6 +177,7 @@
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#include <eoTopology.h>
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#include <eoStarTopology.h>
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#include <eoLinearTopology.h>
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#include <eoRingTopology.h>
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#include <eoNeighborhood.h>
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#include <eoSocialNeighborhood.h>
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@ -1,4 +1,3 @@
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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//-----------------------------------------------------------------------------
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163
eo/src/eoRingTopology.h
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163
eo/src/eoRingTopology.h
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@ -0,0 +1,163 @@
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// -*- mode: c++; c-indent-level: 4; c++-member-init-indent: 8; comment-column: 35; -*-
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//-----------------------------------------------------------------------------
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// eoRingTopology.h
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// (c) INRIA Futurs DOLPHIN 2007
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/*
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Clive Canape
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This library is free software; you can redistribute it and/or
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modify it under the terms of the GNU Lesser General Public
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License as published by the Free Software Foundation; either
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version 2 of the License, or (at your option) any later version.
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This library is distributed in the hope that it will be useful,
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but WITHOUT ANY WARRANTY; without even the implied warranty of
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MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
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Lesser General Public License for more details.
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You should have received a copy of the GNU Lesser General Public
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License along with this library; if not, write to the Free Software
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Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
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Contact: clive.canape@inria.fr
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*/
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//-----------------------------------------------------------------------------
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#ifndef EORINGTOPOLOGY_H_
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#define EORINGTOPOLOGY_H_
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//-----------------------------------------------------------------------------
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#include <eoTopology.h>
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#include <eoSocialNeighborhood.h>
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//-----------------------------------------------------------------------------
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/**
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* Topology dedicated to "globest best" strategy for particle swarm optimization.
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* All the particles of the swarm belong to the same and only social neighborhood.
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* The global best is stored as a protected member and updated by using the "updateNeighborhood" method.
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*/
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template < class POT > class eoRingTopology:public eoTopology <POT>
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{
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public:
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/**
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* The only Ctor. No parameter required.
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*/
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eoRingTopology (unsigned _neighborhoodSize):neighborhoodSize (_neighborhoodSize),isSetup(false){}
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/**
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* Builds the only neighborhood that contains all the particles of the given population.
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* Also initializes the global best particle with the best particle of the given population.
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* @param _pop - The population used to build the only neighborhood.
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* @return
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*/
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void setup(const eoPop<POT> & _pop)
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{
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if (!isSetup){
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// put in the neighborhood
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int k = neighborhoodSize/2;
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for (unsigned i=0;i < _pop.size();i++)
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{
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eoSocialNeighborhood<POT> currentNghd;
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currentNghd.best(_pop[i]);
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for (unsigned j=0; j < neighborhoodSize; j++)
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{
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currentNghd.put((_pop.size()+i-k+j)%_pop.size());
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if(_pop[(_pop.size()+i-k+j)%_pop.size()].fitness() > currentNghd.best().fitness())
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currentNghd.best(_pop[(_pop.size()+i-k+j)%_pop.size()]);
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}
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neighborhood.push_back(currentNghd);
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}
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isSetup=true;
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}
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else
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{
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// Should activate this part ?
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/*
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std::string s;
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s.append (" Linear topology already setup in eoRingTopology");
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throw std::runtime_error (s);
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*/
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}
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}
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/**
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* Retrieve the neighboorhood of a particle.
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* @return _indice - The particle indice (in the population)
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*/
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unsigned retrieveNeighborhoodByIndice(unsigned _indice)
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{
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return _indice;
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}
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/**
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* Update the best fitness of the given particle if it's better.
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* Also replace the global best by the given particle if it's better.
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* @param _po - The particle to update
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* @param _indice - The indice of the given particle in the population
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*/
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void updateNeighborhood(POT & _po,unsigned _indice)
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{
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//this->printOn();exit(0);
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// update the best fitness of the particle
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if (_po.fitness() > _po.best())
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{
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_po.best(_po.fitness());
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for(unsigned i=0;i<_po.size();i++)
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_po.bestPositions[i]=_po[i];
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}
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// update the global best if the given particle is "better"
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for (unsigned i=-neighborhoodSize+1; i < neighborhoodSize; i++)
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{
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unsigned indi = (_po.size()+_indice+i)%_po.size();
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if (_po.fitness() > neighborhood[indi].best().fitness())
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neighborhood[indi].best(_po);
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}
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}
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/**
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* Return the global best particle.
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* @param _indice - The indice of a particle in the population
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* @return POT & - The best particle in the neighborhood of the particle whose indice is _indice
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*/
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POT & best (unsigned _indice)
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{
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unsigned theGoodNhbd= retrieveNeighborhoodByIndice(_indice);
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return (neighborhood[theGoodNhbd].best());
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}
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/**
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* Print the structure of the topology on the standard output.
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* @param
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* @return
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*/
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void printOn()
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{
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for (unsigned i=0;i< neighborhood.size();i++)
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{
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std::cout << "{ " ;
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for (unsigned j=0;j< neighborhood[i].size();j++)
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{
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std::cout << neighborhood[i].get(j) << " ";
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}
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std::cout << "}" << std::endl;
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}
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}
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protected:
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std::vector<eoSocialNeighborhood<POT> > neighborhood;
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unsigned neighborhoodSize;
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bool isSetup;
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};
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#endif /*EORINGTOPOLOGY_H_*/
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