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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Abstract

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 Creators ORCiD Jayaram, Balasubramaniam http://orcid.org/0000-0001-7370-3821
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
URI:	http://raiithold.iith.ac.in/id/eprint/1172
Publisher URL:	https://doi.org/10.1007/978-81-322-1952-1_14
Related URLs:	Google Scholar

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