Restricted Four-Valued Logic for Default Reasoning

In Reiter's default logic, it is possible that no useful information can be brought from inconsistent knowledge or no extension of incoherent default theories exists. In this paper, based on Belnap's four-valued logic, we propose a new variant of default logic called the restricted four-valued default logic to tolerate inconsistency and incoherency of knowledge in default reasoning. Our proposal can maintain both the expressive power of full default logic and the ability of default reasoning. Moreover, we present a transformation-based approach to compute the restricted four-valued extensions.

[1]  Ofer Arieli,et al.  Reducing Preferential Paraconsistent Reasoning to Classical Entailment , 2003, Journal of Logic and Computation.

[2]  Gerhard Brewka Cumulative Default Logic: In Defense of Nonmonotonic Inference Rules , 1991, Artif. Intell..

[3]  Nuel D. Belnap,et al.  A Useful Four-Valued Logic , 1977 .

[4]  Raymond Reiter,et al.  A Logic for Default Reasoning , 1987, Artif. Intell..

[5]  Zuoquan Lin,et al.  A Coherent and Paraconsistent Variant of the Default Logic , 2007, AAAI Spring Symposium: Logical Formalizations of Commonsense Reasoning.

[6]  Ofer Arieli,et al.  Paraconsistent Preferential Reasoning by Signed Quantified Boolean Formulae , 2004, ECAI.

[7]  Newton C. A. da Costa,et al.  On the theory of inconsistent formal systems , 1974, Notre Dame J. Formal Log..

[8]  Éric Grégoire,et al.  A Default Logic Patch for Default Logic , 2009, ECSQARU.

[9]  Arnon Avron,et al.  The Value of the Four Values , 1998, Artif. Intell..

[10]  Witold Łukaszewicz Considerations on default logic: an alternative approach 1 , 1988 .

[11]  Abdallah Arioua,et al.  Investigating the Mapping between Default Logic and Inconsistency-Tolerant Semantics , 2015, ICAISC.

[12]  Yue Ma,et al.  Four-Valued Semantics for Default Logic , 2006, Canadian Conference on AI.

[13]  Ayda I. Arruda On the Imaginary Logic of N. A. Vasil'év , 1977 .

[14]  Qing Han,et al.  Paraconsistent default reasoning , 2004, NMR.

[15]  Johan van den Akker,et al.  QML: a paraconsistent default logic , 1993 .

[16]  Ofer Arieli,et al.  Modeling Paraconsistent Reasoning by Classical Logic , 2002, FoIKS.

[17]  Arthur Buchsbaum,et al.  The Logic of Epistemic Inconsistency , 1991, KR.

[18]  Yue Ma,et al.  A Fault-Tolerant Default Logic , 2006, JELIA.

[19]  Torsten Schaub On Constrained Default Theories , 1992, ECAI.

[20]  Chengqi Zhang,et al.  A Hybrid Model for Sharing Information Between Fuzzy, Uncertain and Default Reasoning Models in Multi-agent Systems , 2002, Int. J. Uncertain. Fuzziness Knowl. Based Syst..

[21]  Torsten Schaub,et al.  A Simple Signed System for Paraconsistent Reasoning , 1996, JELIA.

[22]  Christos H. Papadimitriou,et al.  Default Theories that Always Have Extensions , 1994, Artif. Intell..