Similarity-Based Reasoning Fuzzy Systems and Universal Approximation

Mandal, S and Jayaram, Balasubramaniam (2014) Similarity-Based Reasoning Fuzzy Systems and Universal Approximation. In: Mathematics and Computing 2013. Springer Proceedings in Mathematics & Statistics, 91 . Springer, New Delhi, pp. 215-230. ISBN 9788132219521

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In this work, we show that fuzzy inference systems (FIS) based on similarity-based reasoning (SBR), where the modification function is a fuzzy implication, is a universal approximator under suitable conditions on the other components of the fuzzy system

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IITH Creators:
IITH CreatorsORCiD
Jayaram, Balasubramaniam
Item Type: Book Section
Uncontrolled Keywords: Similarity Based Reasoning, Fuzzy implications, Universal approximation.
Subjects: Mathematics
Divisions: Department of Mathematics
Depositing User: Team Library
Date Deposited: 17 Dec 2014 05:45
Last Modified: 03 Dec 2018 04:14
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