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Deductive approximate reasoning systems

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1 Author(s)
Yager, Ronald R. ; Machine Intelligence Inst., Iona Coll., New Rochelle, NY, USA

A formal deductive view for the theory of approximate reasoning, called AR-1, is introduced. A central feature of this framework is the view of propositions as statements involving the assignment of possible values to variables. A unified method for managing joint variables is given. AR-2, which allows for the introduction of probability theory into approximate reasoning, is presented. AR-5, a restrictive version of approximate reasoning, is also introduced

Published in:

Knowledge and Data Engineering, IEEE Transactions on  (Volume:3 ,  Issue: 4 )

Date of Publication:

Dec 1991

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