Similarity-Based Reasoning Fuzzy Systems and Universal Approximation

Mandal, S and Jayaram, Balasubramaniam (2014) Similarity-Based Reasoning Fuzzy Systems and Universal Approximation. In: Springer Proceedings in Mathematics and Statistics, 27-29, December 2013, Haldia; India;.

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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 CreatorsORCiD
Jayaram, Balasubramaniamhttp://orcid.org/0000-0001-7370-3821
Item Type: Conference or Workshop Item (Paper)
Subjects: Mathematics
Divisions: Department of Mathematics
Depositing User: Team Library
Date Deposited: 17 Dec 2014 05:45
Last Modified: 20 Sep 2017 08:51
URI: http://raiith.iith.ac.in/id/eprint/1172
Publisher URL: https://doi.org/10.1007/978-81-322-1952-1_14
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