The aim of this paper is to delineate the computational complexity of propositional multi-context systems. We establish NP-completeness by translating multi-context systems into bounded modal, and obtain more refined complexity results by achieving the so-called bounded model property: the number of local models needed to satisfy a set of formulas in a multi-context system is bounded by the number of formulas in that set plus the number of bridge rules of the system. Exploiting this property of multi-context systems, we are able to encode contextual satisfiability problems into propositional ones, providing for the implementation of contextual reasoners based on specialized Sat solvers. We apply our results to improve on complexity bounds for Mc-Carthy's propositional logic of context - we show that satisfiability in this framework can be settled in non-deterministic polynomial time.

Complexity of Contextual Reasoning / Serafini, Luciano; Roelofsen, Floris. - ELETTRONICO. - (2004).

Complexity of Contextual Reasoning

Serafini, Luciano;
2004-01-01

Abstract

The aim of this paper is to delineate the computational complexity of propositional multi-context systems. We establish NP-completeness by translating multi-context systems into bounded modal, and obtain more refined complexity results by achieving the so-called bounded model property: the number of local models needed to satisfy a set of formulas in a multi-context system is bounded by the number of formulas in that set plus the number of bridge rules of the system. Exploiting this property of multi-context systems, we are able to encode contextual satisfiability problems into propositional ones, providing for the implementation of contextual reasoners based on specialized Sat solvers. We apply our results to improve on complexity bounds for Mc-Carthy's propositional logic of context - we show that satisfiability in this framework can be settled in non-deterministic polynomial time.
2004
Trento, Italia
Università degli Studi di Trento. DEPARTMENT OF INFORMATION AND COMMUNICATION TECHNOLOGY
Complexity of Contextual Reasoning / Serafini, Luciano; Roelofsen, Floris. - ELETTRONICO. - (2004).
Serafini, Luciano; Roelofsen, Floris
File in questo prodotto:
File Dimensione Formato  
027.pdf

accesso aperto

Tipologia: Versione editoriale (Publisher’s layout)
Licenza: Tutti i diritti riservati (All rights reserved)
Dimensione 504.59 kB
Formato Adobe PDF
504.59 kB Adobe PDF Visualizza/Apri

I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione

Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11572/359009
 Attenzione

Attenzione! I dati visualizzati non sono stati sottoposti a validazione da parte dell'ateneo

Citazioni
  • ???jsp.display-item.citation.pmc??? ND
  • Scopus ND
  • ???jsp.display-item.citation.isi??? ND
  • OpenAlex ND
social impact