Model Checking Algorithm for Repairing Inference between Conjunctive Forms



Document title: Model Checking Algorithm for Repairing Inference between Conjunctive Forms
Journal: Computación y sistemas
Database:
System number: 000560668
ISSN: 1405-5546
Authors: 1
1
Institutions: 1Benemérita Universidad Autónoma de Puebla, Facultad de Ciencias de la Computación, México
Year:
Season: Ene-Mar
Volumen: 26
Number: 1
Pages: 59-70
Country: México
Language: Inglés
English abstract Let K be a propositional formula and let ϕ be a query, the propositional inference problem K ⊨ ϕ is a Co-NP-complete problem for propositional formulas without restrictions. We show the existence of polynomial-time cases for some fragments of propositional formulas K and ϕ that are different from the already known case of Horn formulas. For example, in the case that K is a formula in the fragment Krom or Horn or Monotone, then K ⊨ ϕ can be decided in polynomial-time for any CNF ϕ. Given two conjunctive normal forms (CNF’s) K and ϕ, when K ⊭ ϕ, our proposal builds a minimal set of independent clauses S. The falsifying assignments of S are exactly the subset of models of K, which are not models for ϕ. In this way, the CNF S could extend the initial formula K in such a way that repair the inference, it is ( S ∪ K ) ⊨ ϕ is held.
Keyword: Propositional inference,
Repairing inference,
Reasoning s,
NP-complete,
Co-NP-complete
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