Title :
On Approaches to Explaining Infeasibility of Sets of Boolean Clauses
Author :
Gregoire, Eric ; Mazure, Bertrand ; Piette, Cédric
Author_Institution :
Artois CRIL-CNRS UMR 8188, Univ. Lille-Nord de France, Lens
Abstract :
These last years, the issue of locating and explaining contradictions inside sets of propositional clauses has received a renewed attention due to the emergence of very efficient SAT solvers. In case of inconsistency, many such solvers merely conclude that no solution exists or provide an upper approximation of the subset of clauses that are contradictory. However, in most application domains, only knowing that a problem does not admit any solution is not enough informative, and it is important to know which clauses are actually conflicting. In this paper, the focus is on the concept of minimally unsatisfiable subformulas (MUSes), which explain logical inconsistency in terms of minimal sets of contradictory clauses. Specifically, various recent results and computational approaches about MUSes and related concepts are discussed.
Keywords :
Boolean algebra; approximation theory; artificial intelligence; computability; set theory; Boolean clauses; artificial intelligence; minimally unsatisfiable subformulas; propositional clauses; subset approximation; Artificial intelligence; Circuits; Lenses; Logic; NP-complete problem; Very large scale integration; MUS; SAT; explanation of unsatisfiability;
Conference_Titel :
Tools with Artificial Intelligence, 2008. ICTAI '08. 20th IEEE International Conference on
Conference_Location :
Dayton, OH
Print_ISBN :
978-0-7695-3440-4
DOI :
10.1109/ICTAI.2008.39