structuralConstraintTabuList.h File Reference

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org. More...

#include <limits>
#include <agrum/agrum.h>
#include <agrum/tools/core/bijection.h>
#include <agrum/BN/learning/constraints/structuralConstraint.h>
#include <agrum/BN/learning/structureUtils/graphChange.h>
#include <agrum/BN/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
	Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.
	gum::learning

Macros
#define	GUM_STRUCTURAL_CONSTRAINT_TABU_LIST_DEFAULT_SIZE   2

Detailed Description

Copyright (c) 2005-2021 by Pierre-Henri WUILLEMIN() & Christophe GONZALES() info_at_agrum_dot_org.

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 3 of the License, or (at your option) any later version.

This library is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU Lesser General Public License for more details.

You should have received a copy of the GNU Lesser General Public License along with this library. If not, see http://www.gnu.org/licenses/. 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 46 of file structuralConstraintTabuList.h.