moeoEasyEA< MOEOT > Class Template Reference

An easy class to design multi-objective evolutionary algorithms. More...

#include <moeoEasyEA.h>

Inheritance diagram for moeoEasyEA< MOEOT >:

List of all members.

Public Member Functions
	moeoEasyEA (eoContinue< MOEOT > &_continuator, eoEvalFunc< MOEOT > &_eval, eoBreed< MOEOT > &_breed, moeoReplacement< MOEOT > &_replace, moeoFitnessAssignment< MOEOT > &_fitnessEval, moeoDiversityAssignment< MOEOT > &_diversityEval, bool _evalFitAndDivBeforeSelection=false)
	Ctor taking a breed and merge.
	moeoEasyEA (eoContinue< MOEOT > &_continuator, eoPopEvalFunc< MOEOT > &_popEval, eoBreed< MOEOT > &_breed, moeoReplacement< MOEOT > &_replace, moeoFitnessAssignment< MOEOT > &_fitnessEval, moeoDiversityAssignment< MOEOT > &_diversityEval, bool _evalFitAndDivBeforeSelection=false)
	Ctor taking a breed, a merge and a eoPopEval.
	moeoEasyEA (eoContinue< MOEOT > &_continuator, eoEvalFunc< MOEOT > &_eval, eoBreed< MOEOT > &_breed, eoMerge< MOEOT > &_merge, eoReduce< MOEOT > &_reduce, moeoFitnessAssignment< MOEOT > &_fitnessEval, moeoDiversityAssignment< MOEOT > &_diversityEval, bool _evalFitAndDivBeforeSelection=false)
	Ctor taking a breed, a merge and a reduce.
	moeoEasyEA (eoContinue< MOEOT > &_continuator, eoEvalFunc< MOEOT > &_eval, eoSelect< MOEOT > &_select, eoTransform< MOEOT > &_transform, moeoReplacement< MOEOT > &_replace, moeoFitnessAssignment< MOEOT > &_fitnessEval, moeoDiversityAssignment< MOEOT > &_diversityEval, bool _evalFitAndDivBeforeSelection=false)
	Ctor taking a select, a transform and a replacement.
	moeoEasyEA (eoContinue< MOEOT > &_continuator, eoEvalFunc< MOEOT > &_eval, eoSelect< MOEOT > &_select, eoTransform< MOEOT > &_transform, eoMerge< MOEOT > &_merge, eoReduce< MOEOT > &_reduce, moeoFitnessAssignment< MOEOT > &_fitnessEval, moeoDiversityAssignment< MOEOT > &_diversityEval, bool _evalFitAndDivBeforeSelection=false)
	Ctor taking a select, a transform, a merge and a reduce.
virtual void	operator() (eoPop< MOEOT > &_pop)
	Applies a few generation of evolution to the population _pop.
Protected Attributes
eoContinue< MOEOT > &	continuator
	the stopping criteria
eoEvalFunc< MOEOT > &	eval
	the evaluation functions
eoPopLoopEval< MOEOT >	loopEval
	to evaluate the whole population
eoPopEvalFunc< MOEOT > &	popEval
	to evaluate the whole population
eoSelectTransform< MOEOT >	selectTransform
	breed: a select followed by a transform
eoBreed< MOEOT > &	breed
	the breeder
eoMergeReduce< MOEOT >	mergeReduce
	replacement: a merge followed by a reduce
moeoReplacement< MOEOT > &	replace
	the replacment strategy
moeoFitnessAssignment< MOEOT > &	fitnessEval
	the fitness assignment strategy
moeoDiversityAssignment< MOEOT > &	diversityEval
	the diversity assignment strategy
bool	evalFitAndDivBeforeSelection
	if this parameter is set to 'true', the fitness and the diversity of the whole population will be re-evaluated before the selection process
moeoEasyEA::eoDummyEval	dummyEval
	a dummy eval
moeoEasyEA::eoDummySelect	dummySelect
	a dummy select
moeoEasyEA::eoDummyTransform	dummyTransform
	a dummy transform
eoNoElitism< MOEOT >	dummyMerge
	a dummy merge
eoTruncate< MOEOT >	dummyReduce
	a dummy reduce
Classes
class	eoDummyEval
	a dummy eval More...
class	eoDummySelect
	a dummy select More...
class	eoDummyTransform
	a dummy transform More...

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Detailed Description

template<class MOEOT>
class moeoEasyEA< MOEOT >

An easy class to design multi-objective evolutionary algorithms.

Definition at line 33 of file moeoEasyEA.h.

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Constructor & Destructor Documentation

template<class MOEOT>

moeoEasyEA< MOEOT >::moeoEasyEA	(	eoContinue< MOEOT > &	_continuator,
		eoEvalFunc< MOEOT > &	_eval,
		eoBreed< MOEOT > &	_breed,
		moeoReplacement< MOEOT > &	_replace,
		moeoFitnessAssignment< MOEOT > &	_fitnessEval,
		moeoDiversityAssignment< MOEOT > &	_diversityEval,
		bool	_evalFitAndDivBeforeSelection = false
	)			[inline]

Ctor taking a breed and merge.

Parameters:

	_continuator	the stopping criteria
	_eval	the evaluation functions
	_breed	the breeder
	_replace	the replacement strategy
	_fitnessEval	the fitness evaluation scheme
	_diversityEval	the diversity evaluation scheme
	_evalFitAndDivBeforeSelection	put this parameter to 'true' if you want to re-evalue the fitness and the diversity of the population before the selection process

Definition at line 47 of file moeoEasyEA.h.

template<class MOEOT>

moeoEasyEA< MOEOT >::moeoEasyEA	(	eoContinue< MOEOT > &	_continuator,
		eoPopEvalFunc< MOEOT > &	_popEval,
		eoBreed< MOEOT > &	_breed,
		moeoReplacement< MOEOT > &	_replace,
		moeoFitnessAssignment< MOEOT > &	_fitnessEval,
		moeoDiversityAssignment< MOEOT > &	_diversityEval,
		bool	_evalFitAndDivBeforeSelection = false
	)			[inline]

Ctor taking a breed, a merge and a eoPopEval.

Parameters:

	_continuator	the stopping criteria
	_popEval	the evaluation functions for the whole population
	_breed	the breeder
	_replace	the replacement strategy
	_fitnessEval	the fitness evaluation scheme
	_diversityEval	the diversity evaluation scheme
	_evalFitAndDivBeforeSelection	put this parameter to 'true' if you want to re-evalue the fitness and the diversity of the population before the selection process

Definition at line 65 of file moeoEasyEA.h.

template<class MOEOT>

moeoEasyEA< MOEOT >::moeoEasyEA	(	eoContinue< MOEOT > &	_continuator,
		eoEvalFunc< MOEOT > &	_eval,
		eoBreed< MOEOT > &	_breed,
		eoMerge< MOEOT > &	_merge,
		eoReduce< MOEOT > &	_reduce,
		moeoFitnessAssignment< MOEOT > &	_fitnessEval,
		moeoDiversityAssignment< MOEOT > &	_diversityEval,
		bool	_evalFitAndDivBeforeSelection = false
	)			[inline]

Ctor taking a breed, a merge and a reduce.

Parameters:

	_continuator	the stopping criteria
	_eval	the evaluation functions
	_breed	the breeder
	_merge	the merge scheme
	_reduce	the reduce scheme
	_fitnessEval	the fitness evaluation scheme
	_diversityEval	the diversity evaluation scheme
	_evalFitAndDivBeforeSelection	put this parameter to 'true' if you want to re-evalue the fitness and the diversity of the population before the selection process

Definition at line 84 of file moeoEasyEA.h.

template<class MOEOT>

moeoEasyEA< MOEOT >::moeoEasyEA	(	eoContinue< MOEOT > &	_continuator,
		eoEvalFunc< MOEOT > &	_eval,
		eoSelect< MOEOT > &	_select,
		eoTransform< MOEOT > &	_transform,
		moeoReplacement< MOEOT > &	_replace,
		moeoFitnessAssignment< MOEOT > &	_fitnessEval,
		moeoDiversityAssignment< MOEOT > &	_diversityEval,
		bool	_evalFitAndDivBeforeSelection = false
	)			[inline]

Ctor taking a select, a transform and a replacement.

Parameters:

	_continuator	the stopping criteria
	_eval	the evaluation functions
	_select	the selection scheme
	_transform	the tranformation scheme
	_replace	the replacement strategy
	_fitnessEval	the fitness evaluation scheme
	_diversityEval	the diversity evaluation scheme
	_evalFitAndDivBeforeSelection	put this parameter to 'true' if you want to re-evalue the fitness and the diversity of the population before the selection process

Definition at line 103 of file moeoEasyEA.h.

template<class MOEOT>

moeoEasyEA< MOEOT >::moeoEasyEA	(	eoContinue< MOEOT > &	_continuator,
		eoEvalFunc< MOEOT > &	_eval,
		eoSelect< MOEOT > &	_select,
		eoTransform< MOEOT > &	_transform,
		eoMerge< MOEOT > &	_merge,
		eoReduce< MOEOT > &	_reduce,
		moeoFitnessAssignment< MOEOT > &	_fitnessEval,
		moeoDiversityAssignment< MOEOT > &	_diversityEval,
		bool	_evalFitAndDivBeforeSelection = false
	)			[inline]

Ctor taking a select, a transform, a merge and a reduce.

Parameters:

	_continuator	the stopping criteria
	_eval	the evaluation functions
	_select	the selection scheme
	_transform	the tranformation scheme
	_merge	the merge scheme
	_reduce	the reduce scheme
	_fitnessEval	the fitness evaluation scheme
	_diversityEval	the diversity evaluation scheme
	_evalFitAndDivBeforeSelection	put this parameter to 'true' if you want to re-evalue the fitness and the diversity of the population before the selection process

Definition at line 123 of file moeoEasyEA.h.

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Member Function Documentation

template<class MOEOT>

virtual void moeoEasyEA< MOEOT >::operator()

(

eoPop< MOEOT > &

_pop

)

[inline, virtual]

Applies a few generation of evolution to the population _pop.

Parameters:

_pop

the population

Definition at line 135 of file moeoEasyEA.h.

References moeoEasyEA< MOEOT >::breed, moeoEasyEA< MOEOT >::continuator, moeoEasyEA< MOEOT >::diversityEval, moeoEasyEA< MOEOT >::evalFitAndDivBeforeSelection, moeoEasyEA< MOEOT >::fitnessEval, moeoEasyEA< MOEOT >::popEval, and moeoEasyEA< MOEOT >::replace.

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The documentation for this class was generated from the following file:

• moeoEasyEA.h

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