Approximate reasoning and conflict resolution

نویسنده

  • Ronald R. Yager
چکیده

Our focus in this work is to provide mechanisms to enable the fuzzy set based approximate reasoning (AR) system to deal with con ̄icts in knowledge. The basic concepts of the theory of AR are introduced. The issue of con ̄ict is raised and some of its bizarre e€ects are described. We then turn to some modi®cations of the basic AR mechanisms to ameliorate these e€ects. Two approaches strong and weak entailment are investigated. Next we consider some approaches to avoid con ̄ict. Here again two approaches are considered. The ®rst is a weighting of knowledge with respect to our belief in the certainty of its content. The second is a prioritization of the knowledge. Ó 2000 Elsevier Science Inc. All rights reserved.

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عنوان ژورنال:
  • Int. J. Approx. Reasoning

دوره 25  شماره 

صفحات  -

تاریخ انتشار 2000