feat: add a new operator: eoAlgoReset
- Used in eoAlgoRestart, useful if one wants to reset some things before a restart. - Add operators to reset a pop (EO) and a distrib (EDO) and a wrapper to combine several reset operators.
This commit is contained in:
parent
412e054933
commit
d03f2abb46
3 changed files with 267 additions and 15 deletions
55
edo/src/edoDistribReset.h
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55
edo/src/edoDistribReset.h
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@ -0,0 +1,55 @@
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/*
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The Evolving Objects framework is a template-based,
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ANSI-C++ evolutionary computation library which helps you to write your
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own evolutionary algorithms.
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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;
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version 2.1 of the License.
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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., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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Copyright (C) 2020 Thales group
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*/
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/*
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Authors:
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Johann Dréo <johann.dreo@thalesgroup.com>
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*/
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#ifndef _EDODISTRIBRESET_H_
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#define _EDODISTRIBRESET_H_
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#include <eoAlgoReset.h>
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/** Reset a distrib when called (as an algorithm).
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*
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* @ingroup Reset
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*/
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template<class D>
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class edoDistribReset : public eoAlgoReset<typename D::EOType>
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{
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public:
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using EOType = typename D::EOType;
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edoDistribReset( D& distrib ) :
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_distrib(distrib)
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{ }
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virtual void operator()( eoPop<EOType>& pop )
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{
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_distrib.reset();
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}
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protected:
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D& _distrib;
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};
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#endif // _EDODISTRIBRESET_H_
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130
eo/src/eoAlgoReset.h
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130
eo/src/eoAlgoReset.h
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@ -0,0 +1,130 @@
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/*
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The Evolving Objects framework is a template-based,
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ANSI-C++ evolutionary computation library which helps you to write your
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own evolutionary algorithms.
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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;
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version 2.1 of the License.
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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., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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Copyright (C) 2020 Thales group
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*/
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/*
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Authors:
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Johann Dréo <johann.dreo@thalesgroup.com>
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*/
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#ifndef _EOALGORESET_H_
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#define _EOALGORESET_H_
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#include "eoContinue.h"
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/** @defgroup Reset Algorithms operating a reset of some sort (e.g. on the population). */
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/** A semantic layer indicating that the derived operator operates a reset of some sort.
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*
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* @see eoAlgoRestart
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*
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* @ingroup Algorithms
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* @ingroup Reset
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*/
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template<class EOT>
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class eoAlgoReset : public eoAlgo<EOT>
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{ };
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/** Reset the given population when called.
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*
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* i.e. Remove all its content, then re-generate individuals
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* with the given eoInit.
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*
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* The reinitialized pop will have either
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* the same size than the previous population
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* (if no pop_size is passed to the constructor),
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* either the previous (given) pop size.
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*
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* @see eoAlgoRestart
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*
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* @ingroup Reset
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*/
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template<class EOT>
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class eoAlgoPopReset : public eoAlgoReset<EOT>
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{
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public:
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/** Constructor for fixed-size populations. */
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eoAlgoPopReset( eoInit<EOT>& init, eoPopEvalFunc<EOT>& pop_eval ) :
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_init(init),
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_pop_eval(pop_eval),
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_has_pop_size(false),
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_pop_size(0)
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{ }
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/** Constructor for resets to the given population size. */
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eoAlgoPopReset( eoInit<EOT>& init, eoPopEvalFunc<EOT>& pop_eval, size_t pop_size ) :
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_init(init),
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_pop_eval(pop_eval),
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_has_pop_size(true),
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_pop_size(pop_size)
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{ }
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virtual void operator()(eoPop<EOT>& pop)
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{
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if(not _has_pop_size) {
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_pop_size = pop.size();
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}
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pop.clear();
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pop.append(_pop_size, _init);
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_pop_eval(pop,pop);
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}
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protected:
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eoInit<EOT>& _init;
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eoPopEvalFunc<EOT>& _pop_eval;
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bool _has_pop_size;
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size_t _pop_size;
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};
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/** Combine several eoAlgoReset in one.
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*
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* Useful if you want to perform several different resets.
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*
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* @ingroup Reset
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*/
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template<class EOT>
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class eoAlgoResetCombine : public eoAlgoReset<EOT>
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{
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public:
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eoAlgoResetCombine( eoAlgoReset<EOT>& reseter ) :
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_reseters(1, reseter)
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{ }
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eoAlgoResetCombine( std::vector<eoAlgoReset<EOT>*> reseters ) :
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_reseters(reseters)
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{ }
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void add( eoAlgoReset<EOT>& reseter )
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{
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_reseters.push_back(reseter);
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}
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virtual void operator()(eoPop<EOT>& pop)
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{
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for(auto& reseter : _reseters) {
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reseter(pop);
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}
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}
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protected:
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std::vector<EOT*> _reseters;
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};
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#endif // _EOALGORESET_H_
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@ -5,8 +5,8 @@ own evolutionary algorithms.
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This library is free software; you can redistribute it and/or
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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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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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License as published by the Free Software Foundation;
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version 2.1 of the License, or (at your option) any later version.
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version 2.1 of the License.
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This library is distributed in the hope that it will be useful,
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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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but WITHOUT ANY WARRANTY; without even the implied warranty of
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@ -17,7 +17,7 @@ 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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License along with this library; if not, write to the Free Software
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Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
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Copyright (C) 2010 Thales group
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Copyright (C) 2020 Thales group
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*/
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*/
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/*
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/*
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Authors:
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Authors:
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@ -29,18 +29,23 @@ Authors:
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#include "eoPop.h"
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#include "eoPop.h"
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#include "eoAlgo.h"
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#include "eoAlgo.h"
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#include "eoAlgoReset.h"
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/** An algo that restart the given algorithm on a freshly init pop.
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/** An algo that restart the given algorithm on a freshly init setting.
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*
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*
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* @note: The fresh population size is set to the size of the last population at previous run.
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* If no reseter is specified at construction,
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* a reset of the population is performed before each search.
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* @see eoAlgoPopReset
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*
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*
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* @ingroup Algorithms
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* @ingroup Algorithms
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*/
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*/
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template<class EOT>
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template<class EOT>
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class eoAlgoRestart : public eoAlgo<EOT>
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class eoAlgoRestart : public eoAlgo<EOT>
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{
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{
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public:
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public:
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/** Constructor with an eoPopEvalFunc
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/** Constructor with an eoPopEvalFunc
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*
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* Defaults to using eoAlgoPopReset.
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*
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*
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* @param init the initialization operator
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* @param init the initialization operator
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* @param popeval an evaluator for populations
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* @param popeval an evaluator for populations
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@ -59,10 +64,14 @@ public:
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_loop_eval(_dummy_eval),
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_loop_eval(_dummy_eval),
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_pop_eval(pop_eval),
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_pop_eval(pop_eval),
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_algo(algo),
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_algo(algo),
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_continue(continuator)
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_continue(continuator),
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_pop_reset(_init, _pop_eval),
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_reseter(_pop_reset)
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{}
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{}
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/** Constructor with an eoEvalFunc
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/** Constructor with an eoEvalFunc
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*
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* Defaults to using eoAlgoPopReset.
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*
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*
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* @param init the initialization operator
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* @param init the initialization operator
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* @param popeval an evaluator for populations
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* @param popeval an evaluator for populations
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@ -81,19 +90,65 @@ public:
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_loop_eval(_eval),
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_loop_eval(_eval),
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_pop_eval(_loop_eval),
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_pop_eval(_loop_eval),
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_algo(algo),
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_algo(algo),
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_continue(continuator)
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_continue(continuator),
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_pop_reset(_init, _pop_eval),
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_reseter(_pop_reset)
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{}
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{}
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/** Constructor with an eoPopEvalFunc and an eoAlgoReset
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*
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* @param popeval an evaluator for populations
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* @param algo the algorithm to restart
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* @param continuator a stopping criterion to manage the number of restarts
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* @param reseter how to reset the search
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*/
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eoAlgoRestart(
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eoPopEvalFunc<EOT>& pop_eval,
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eoAlgo<EOT>& algo,
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eoContinue<EOT>& continuator,
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eoAlgoReset<EOT>& reseter
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) :
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eoAlgo<EOT>(),
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_init(_dummy_init),
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_eval(_dummy_eval),
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_loop_eval(_dummy_eval),
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_pop_eval(pop_eval),
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_algo(algo),
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_continue(continuator),
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_pop_reset(_dummy_init, _pop_eval),
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_reseter(reseter)
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{}
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/** Constructor with an eoEvalFunc and an eoAlgoReset
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*
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* @param popeval an evaluator for populations
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* @param algo the algorithm to restart
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* @param continuator a stopping criterion to manage the number of restarts
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* @param reseter how to reset the search
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*/
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eoAlgoRestart(
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eoEvalFunc<EOT>& eval,
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eoAlgo<EOT>& algo,
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eoContinue<EOT>& continuator,
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eoAlgoReset<EOT>& reseter
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) :
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eoAlgo<EOT>(),
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_init(_dummy_init),
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_eval(eval),
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_loop_eval(_eval),
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_pop_eval(_loop_eval),
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_algo(algo),
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_continue(continuator),
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_pop_reset(_dummy_init, _pop_eval),
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_reseter(reseter)
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{}
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virtual void operator()(eoPop<EOT> & pop)
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virtual void operator()(eoPop<EOT> & pop)
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{
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{
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do {
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do {
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size_t pop_size = pop.size();
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_reseter(pop);
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pop.clear();
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pop.append(pop_size, _init);
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_pop_eval(pop,pop);
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_algo(pop);
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_algo(pop);
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} while( _continue(pop) );
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} while( _continue(pop) );
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}
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}
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@ -107,6 +162,9 @@ protected:
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eoAlgo<EOT>& _algo;
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eoAlgo<EOT>& _algo;
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eoContinue<EOT>& _continue;
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eoContinue<EOT>& _continue;
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eoAlgoPopReset<EOT> _pop_reset;
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eoAlgoReset<EOT>& _reseter;
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class eoDummyEval : public eoEvalFunc<EOT>
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class eoDummyEval : public eoEvalFunc<EOT>
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{
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{
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public:
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public:
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@ -114,7 +172,16 @@ protected:
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{}
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{}
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};
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};
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eoDummyEval _dummy_eval;
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eoDummyEval _dummy_eval;
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class eoDummyInit : public eoInit<EOT>
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{
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public:
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void operator()(EOT &)
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{}
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};
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eoDummyInit _dummy_init;
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};
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};
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#endif // _EOALGORESTART_H_
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#endif // _EOALGORESTART_H_
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