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Fuzzy Systems based on Similarity and Universal Approximation

Publication Type : Conference Proceedings

Publisher : Springer

Source : International Conference on Mathematics and Computing, ICMC 2013, Haldia, India, December 26 - 29, 2013.

Url : https://link.springer.com/chapter/10.1007/978-81-322-1952-1_14

Campus : Amaravati

School : School of Engineering

Department : Mathematics

Verified : No

Year : 2014

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.

Cite this Research Publication : Sayantan Mandal and Balasubramaniam Jayaram, "Fuzzy Systems based on Similarity and Universal Approximation", International Conference on Mathematics and Computing, ICMC 2013, Haldia, India, December 26 - 29, 2013.

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