DocumentCode
2902172
Title
Discussion of approximation error bounds to the class of fuzzy system
Author
Chen, Gang
Author_Institution
Dept. of Math., Dalian Maritime Univ., Dalian
fYear
2008
fDate
1-6 June 2008
Firstpage
21
Lastpage
26
Abstract
The standard fuzzy systems are established with partition of normal quadratic polynomial membership functions and normal trigonometric membership functions. Based on the systems established and the standard fuzzy systems with partition of normal triangle functions, approximation error bounds problems are discussed by interpolation theory. Universal approximation error bounds of these fuzzy systems from SISO to MISO are given and their relations are founded. The error remainder term and auxiliary function are employed for the first time in proving process. Moreover, advantage and shortcoming of the three fuzzy systems are compared and correlative conclusions are obtained. Finally, computing examples are given and the validity of the conclusions is confirmed.
Keywords
fuzzy systems; interpolation; polynomial approximation; MISO; SISO; approximation error bounds; auxiliary function; error remainder term; interpolation theory; normal quadratic polynomial membership functions; normal triangle functions; normal trigonometric membership functions; standard fuzzy systems; Approximation algorithms; Approximation error; Approximation methods; Engines; Fuzzy logic; Fuzzy systems; Gaussian approximation; Interpolation; Polynomials; Spline;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Systems, 2008. FUZZ-IEEE 2008. (IEEE World Congress on Computational Intelligence). IEEE International Conference on
Conference_Location
Hong Kong
ISSN
1098-7584
Print_ISBN
978-1-4244-1818-3
Electronic_ISBN
1098-7584
Type
conf
DOI
10.1109/FUZZY.2008.4630337
Filename
4630337
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