Verification of multi-level rule-based expert systems

  • Authors:
  • Pedro Meseguer

  • Affiliations:
  • Centre d'Estudis Avançats de Blanes, C.S.I.C., Blanes, Girona, Spain

  • Venue:
  • AAAI'91 Proceedings of the ninth National conference on Artificial intelligence - Volume 1
  • Year:
  • 1991

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Abstract

Verification methods and tools developed so far have assumed a very simple model of rule-based expert system (RBES). Current RBES often do not comply this model and require more sophisticated verification techniques. A RBES model including uncertainty and control has been used to analyze four verification issues (inconsistency, redundancy, circularity and useless RB objects), identifying a number of new verification problems. The concepts of labels and environments (deKleer 1986) have been extended to incorporate uncertainty and control information, obtaining the constructs extended-labels and extended-environments. They have been used to express and solve these new verification problems.