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:
Johann Dreo 2020-04-12 10:04:46 +02:00
commit d03f2abb46
3 changed files with 267 additions and 15 deletions

View file

@ -5,8 +5,8 @@ own evolutionary algorithms.
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.
License as published by the Free Software Foundation;
version 2.1 of the License.
This library is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
@ -17,7 +17,7 @@ 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., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA
Copyright (C) 2010 Thales group
Copyright (C) 2020 Thales group
*/
/*
Authors:
@ -29,18 +29,23 @@ Authors:
#include "eoPop.h"
#include "eoAlgo.h"
#include "eoAlgoReset.h"
/** An algo that restart the given algorithm on a freshly init pop.
/** An algo that restart the given algorithm on a freshly init setting.
*
* @note: The fresh population size is set to the size of the last population at previous run.
* If no reseter is specified at construction,
* a reset of the population is performed before each search.
* @see eoAlgoPopReset
*
* @ingroup Algorithms
* @ingroup Algorithms
*/
template<class EOT>
class eoAlgoRestart : public eoAlgo<EOT>
{
public:
/** Constructor with an eoPopEvalFunc
*
* Defaults to using eoAlgoPopReset.
*
* @param init the initialization operator
* @param popeval an evaluator for populations
@ -59,10 +64,14 @@ public:
_loop_eval(_dummy_eval),
_pop_eval(pop_eval),
_algo(algo),
_continue(continuator)
_continue(continuator),
_pop_reset(_init, _pop_eval),
_reseter(_pop_reset)
{}
/** Constructor with an eoEvalFunc
*
* Defaults to using eoAlgoPopReset.
*
* @param init the initialization operator
* @param popeval an evaluator for populations
@ -81,19 +90,65 @@ public:
_loop_eval(_eval),
_pop_eval(_loop_eval),
_algo(algo),
_continue(continuator)
_continue(continuator),
_pop_reset(_init, _pop_eval),
_reseter(_pop_reset)
{}
/** Constructor with an eoPopEvalFunc and an eoAlgoReset
*
* @param popeval an evaluator for populations
* @param algo the algorithm to restart
* @param continuator a stopping criterion to manage the number of restarts
* @param reseter how to reset the search
*/
eoAlgoRestart(
eoPopEvalFunc<EOT>& pop_eval,
eoAlgo<EOT>& algo,
eoContinue<EOT>& continuator,
eoAlgoReset<EOT>& reseter
) :
eoAlgo<EOT>(),
_init(_dummy_init),
_eval(_dummy_eval),
_loop_eval(_dummy_eval),
_pop_eval(pop_eval),
_algo(algo),
_continue(continuator),
_pop_reset(_dummy_init, _pop_eval),
_reseter(reseter)
{}
/** Constructor with an eoEvalFunc and an eoAlgoReset
*
* @param popeval an evaluator for populations
* @param algo the algorithm to restart
* @param continuator a stopping criterion to manage the number of restarts
* @param reseter how to reset the search
*/
eoAlgoRestart(
eoEvalFunc<EOT>& eval,
eoAlgo<EOT>& algo,
eoContinue<EOT>& continuator,
eoAlgoReset<EOT>& reseter
) :
eoAlgo<EOT>(),
_init(_dummy_init),
_eval(eval),
_loop_eval(_eval),
_pop_eval(_loop_eval),
_algo(algo),
_continue(continuator),
_pop_reset(_dummy_init, _pop_eval),
_reseter(reseter)
{}
virtual void operator()(eoPop<EOT> & pop)
{
do {
size_t pop_size = pop.size();
pop.clear();
pop.append(pop_size, _init);
_pop_eval(pop,pop);
_reseter(pop);
_algo(pop);
} while( _continue(pop) );
}
@ -107,6 +162,9 @@ protected:
eoAlgo<EOT>& _algo;
eoContinue<EOT>& _continue;
eoAlgoPopReset<EOT> _pop_reset;
eoAlgoReset<EOT>& _reseter;
class eoDummyEval : public eoEvalFunc<EOT>
{
public:
@ -114,7 +172,16 @@ protected:
{}
};
eoDummyEval _dummy_eval;
class eoDummyInit : public eoInit<EOT>
{
public:
void operator()(EOT &)
{}
};
eoDummyInit _dummy_init;
};
#endif // _EOALGORESTART_H_