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Syllogistic reasoning in fuzzy logic and its application to usuality and reasoning with dispositionsA fuzzy syllogism in fuzzy logic is defined to be an inference schema in which the major premise, the minor premise and the conclusion are propositions containing fuzzy quantifiers. A basic fuzzy syllogism in fuzzy logic is the intersection/product syllogism. Several other basic syllogisms are developed that may be employed as rules of combination of evidence in expert systems. Among these is the consequent conjunction syllogism. Furthermore, it is shown that syllogistic reasoning in fuzzy logic provides a basis for reasoning with dispositions; that is, with propositions that are preponderantly but not necessarily always true. It is also shown that the concept of dispositionality is closely related to the notion of usuality and serves as a basis for what might be called a theory of usuality - a theory which may eventually provide a computational framework for commonsense reasoning.
Document ID
19860033035
Acquisition Source
Legacy CDMS
Document Type
Reprint (Version printed in journal)
Authors
Zadeh, L. A.
(California, University Berkeley, United States)
Date Acquired
August 12, 2013
Publication Date
December 1, 1985
Publication Information
Publication: IEEE Transactions on Systems, Man, and Cybernetics
Volume: SMC-15
ISSN: 0018-9472
Subject Category
Cybernetics
Accession Number
86A17773
Funding Number(s)
CONTRACT_GRANT: NSF IST-83-20416
CONTRACT_GRANT: N0039-84-C-0089
CONTRACT_GRANT: NCC2-275
Distribution Limits
Public
Copyright
Other

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