DocumentCode :
2406428
Title :
F-transform versus Takagi-Sugeno models
Author :
Perfilieva, Irina
Author_Institution :
Inst. for Res. & Applic. of Fuzzy Modeling, Univ. of Ostrava, Ostrava, Czech Republic
fYear :
2009
fDate :
14-17 June 2009
Firstpage :
1
Lastpage :
4
Abstract :
The aim of this contribution is to provide a deeper analysis of fuzzy modeling and its contribution to general mathematics. We show how the F-transform technique can be generalized and considered as a special integral transform in a functional space with inner product. We apply a technique of numeric integration in order to simplify computation F1-transform components. The inverse Fm-transform, m ges 0, is defined in the same way as the ordinary F-transform. Finally, difference between Fm-transforms, m ges 0, and TS fuzzy models is discussed.
Keywords :
fuzzy set theory; transforms; F-transform technique; Takagi-Sugeno models; functional space; fuzzy modeling; inner product; integral transform; numeric integration; Fourier transforms; Fuzzy sets; Information processing; Mathematical model; Mathematics; Partial differential equations; Polynomials; Shape; Takagi-Sugeno model; Wavelet transforms; F-transform; Fm-transform; TS model; fuzzy partition; orthogonal basis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Information Processing Society, 2009. NAFIPS 2009. Annual Meeting of the North American
Conference_Location :
Cincinnati, OH
Print_ISBN :
978-1-4244-4575-2
Electronic_ISBN :
978-1-4244-4577-6
Type :
conf
DOI :
10.1109/NAFIPS.2009.5156485
Filename :
5156485
Link To Document :
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