moeoCrowdingDistanceDiversityAssignment< MOEOT > Class Template Reference

Diversity assignment sheme based on crowding distance proposed in: K. More...

#include <moeoCrowdingDistanceDiversityAssignment.h>

Inheritance diagram for moeoCrowdingDistanceDiversityAssignment< MOEOT >:


Public Types
typedef MOEOT::ObjectiveVector	ObjectiveVector
	the objective vector type of the solutions
Public Member Functions
double	inf () const
	Returns a big value (regarded as infinite).
void	operator() (eoPop< MOEOT > &_pop)
	Computes diversity values for every solution contained in the population _pop.
void	updateByDeleting (eoPop< MOEOT > &_pop, ObjectiveVector &_objVec)
	Warning: NOT IMPLEMENTED, DO NOTHING ! Updates the diversity values of the whole population _pop by taking the deletion of the objective vector _objVec into account.
Private Member Functions
void	setDistances (eoPop< MOEOT > &_pop)
	Sets the distance values.

Detailed Description

template<class MOEOT>
class moeoCrowdingDistanceDiversityAssignment< MOEOT >

Diversity assignment sheme based on crowding distance proposed in: K.

Deb, A. Pratap, S. Agarwal, T. Meyarivan, "A Fast and Elitist Multi-Objective Genetic Algorithm: NSGA-II", IEEE Transactions on Evolutionary Computation, vol. 6, no. 2 (2002). This strategy is, for instance, used in NSGA-II.

Definition at line 26 of file moeoCrowdingDistanceDiversityAssignment.h.

Member Function Documentation

template<class MOEOT>

void moeoCrowdingDistanceDiversityAssignment< MOEOT >::operator() ( eoPop< MOEOT > & _pop ) [inline, virtual]

Computes diversity values for every solution contained in the population _pop.

Parameters:

_pop

the population

Implements eoUF< eoPop< MOEOT > &, void >.

Definition at line 47 of file moeoCrowdingDistanceDiversityAssignment.h.

References moeoCrowdingDistanceDiversityAssignment< MOEOT >::inf(), and moeoCrowdingDistanceDiversityAssignment< MOEOT >::setDistances().

template<class MOEOT>

void moeoCrowdingDistanceDiversityAssignment< MOEOT >::updateByDeleting	(	eoPop< MOEOT > &	_pop,
		ObjectiveVector &	_objVec
	)			`[inline, virtual]`

Warning:: NOT IMPLEMENTED, DO NOTHING ! Updates the diversity values of the whole population _pop by taking the deletion of the objective vector _objVec into account.

Parameters: