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Similarity-Based Reasoning Fuzzy Systems and Universal Approximation
S. Mandal
,
Balasubramaniam Jayaram
Published in Springer New York LLC
2014
DOI:
10.1007/978-81-322-1952-1_14
Volume: 91
Pages: 215 - 230
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. © Springer India 2014.
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Journal
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Springer Proceedings in Mathematics and Statistics
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Springer New York LLC
ISSN
21941009
Authors (1)
Balasubramaniam Jayaram
Department of Mathematics
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