We study the complexity of model checking in propositional nonmonotonic logics. Specifically, we first define the problem of model checking in such formalisms, based on the fact that several nonmonotonic logics make use of interpretation structures (i.e. default extensions, stable expansions, universal Kripke models) which are more complex than standard interpretations of propositional logic. Then, we analyze the complexity of checking whether a given interpretation structure satisfies a nonmonotonic theory. In particular, we characterize the complexity of model checking for Reiter's default logic and its restrictions, Moore's autoepistemic logic, and several nonmonotonic modal logics. The results obtained show that, in all such formalisms, model checking is computationally easier than logical inference.

Model checking for nonmonotonic logics: algorithms and complexity / Rosati, Riccardo. - In: IJCAI. - ISSN 1045-0823. - 1:(1999), pp. 76-81. (Intervento presentato al convegno 16th International Joint Conference on Artificial Intelligence (IJCAI 99) tenutosi a STOCKHOLM, SWEDEN nel JUL 31-AUG 06, 1999).

Model checking for nonmonotonic logics: algorithms and complexity

ROSATI, Riccardo
1999

Abstract

We study the complexity of model checking in propositional nonmonotonic logics. Specifically, we first define the problem of model checking in such formalisms, based on the fact that several nonmonotonic logics make use of interpretation structures (i.e. default extensions, stable expansions, universal Kripke models) which are more complex than standard interpretations of propositional logic. Then, we analyze the complexity of checking whether a given interpretation structure satisfies a nonmonotonic theory. In particular, we characterize the complexity of model checking for Reiter's default logic and its restrictions, Moore's autoepistemic logic, and several nonmonotonic modal logics. The results obtained show that, in all such formalisms, model checking is computationally easier than logical inference.
1999
9781558606135
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11573/51989
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