Abstract
The aim of this paper is to provide a basic mathematical model for fuzzy reasoning systems. Within this framework the generalized modus ponens and modus tollens are formalized and a set-theoretic concept of evidence is introduced. The mathematical model allows presentation of a propagation algorithm that is based on message-exchanging node and link processors performing local computations. The treatment of cyclic dependencies is done by a transformation of the underlying dependency network.
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