structuralConstraintTabuList.h File Reference

the class imposing a N-sized tabu list as a structural constraints for learning algorithms More...

#include <limits>
#include <agrum/agrum.h>
#include <agrum/core/bijection.h>
#include <agrum/learning/constraints/structuralConstraint.h>
#include <agrum/learning/structureUtils/graphChange.h>
#include <agrum/learning/constraints/structuralConstraintTabuList_inl.h>

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Classes
class	gum::learning::StructuralConstraintTabuList
	The class imposing a N-sized tabu list as a structural constraints for learning algorithms. More...

Namespaces
	gum
	gum is the global namespace for all aGrUM entities
	gum::learning

Macros
#define	GUM_STRUCTURAL_CONSTRAINT_TABU_LIST_DEFAULT_SIZE   2

Detailed Description

the class imposing a N-sized tabu list as a structural constraints for learning algorithms

By default, the size of the tabu list is 2, but it can be changed by the user using method setTabuSize (). Each time you modify the graph you learn, the inverse change is put into the tabu list. For instance, if the learning algorithm adds an arc (X, Y), then the "Deletion of Arc (X,Y)" operation is inserted into the tabu list. If the operation performed is an arc (X,Y) reversal, then the "Reversal of Arc (Y,X)" operation is added to the tabu list.

Author

Christophe GONZALES and Pierre-Henri WUILLEMIN

Definition in file structuralConstraintTabuList.h.

Macro Definition Documentation

GUM_STRUCTURAL_CONSTRAINT_TABU_LIST_DEFAULT_SIZE

#define GUM_STRUCTURAL_CONSTRAINT_TABU_LIST_DEFAULT_SIZE   2

Definition at line 44 of file structuralConstraintTabuList.h.

Referenced by gum::learning::StructuralConstraintTabuList::StructuralConstraintTabuList().