About the incremental validation of first-order stratified knowledge-based decision-support systems

  • Authors:
  • Éric Grégoire;Bertrand Mazure

  • Affiliations:
  • Universéd d'Artois, CRIL, rue de l'Université SP16, F-62307 Lens Cédex, France;Universéd d'Artois, CRIL, rue de l'Université SP16, F-62307 Lens Cédex, France

  • Venue:
  • Information Sciences—Informatics and Computer Science: An International Journal - Special issue: Intelligent information systems and applications
  • Year:
  • 2002

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Abstract

In this paper, a new efficient technique is introduced to check the logical consistency of first-order function-free stratified knowledge-based decision-support systems (KBs). It is based on a progressive instantiation schema that enables us to benefit from the power of local search techniques for propositional satisfiability and search. It combines a knowledge preference pre-ordering with a concept of depth-limited reasoning. An algorithm that proves efficient very often is proposed. It delivers a good approximation of Benferhat et al.'s preferred maximal inclusion-based consistent sub-bases. The approach is extended to cover forms of non-monotonic KBs, as well.