✦ LIBER ✦

On direct construction of fuzzy systems

✍ Scribed by Ming Ma; Yanqing Zhang; Gideon Langholz; Abraham Kandel

Publisher: Elsevier Science
Year: 2000
Tongue: English
Weight: 110 KB
Volume: 112
Category: Article
ISSN: 0165-0114
DOI: 10.1016/s0165-0114(97)00387-4

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✦ Synopsis

In this paper, we show that the fuzzy logic system presented by is a linear expansion of the fuzzy rule base if fuzzy events are represented by triangular basis functions. Therefore, based on linear regression theory, we propose a direct approach for constructing a fuzzy logic system from input-output data. The e ectiveness of this approach is demonstrated by simulations.

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