Title :
About the use of local consistency in solving CSPs
Author :
Chmeiss, Assef ; Saïs, Lakhdar
Author_Institution :
Univ. d´´Artois, Lens, France
Abstract :
Local consistency is often a suitable paradigm for solving constraint satisfaction problems. We show how search algorithms could be improved, thanks to a smart use of two filtering techniques (path consistency and singleton arc consistency). We propose a possible way to get benefits from using a partial form of path consistency (PC) during the search. We show how local treatment based on singleton arc consistency (SAC) can be used to achieve more powerful pruning
Keywords :
constraint handling; problem solving; search problems; constraint satisfaction problem solving; filtering techniques; local consistency; path consistency; pruning; search algorithms; singleton arc consistency; Constraint optimization; Filtering algorithms; Intelligent networks; Lenses; Power filters; Production; Relational databases;
Conference_Titel :
Tools with Artificial Intelligence, 2000. ICTAI 2000. Proceedings. 12th IEEE International Conference on
Conference_Location :
Vancouver, BC
Print_ISBN :
0-7695-0909-6
DOI :
10.1109/TAI.2000.889853