DocumentCode
342574
Title
Choice of experiments and analysis of approximation accuracy in a Tagaki-Sugeno fuzzy system
Author
Benmakrouha, Farida ; Glorennec, Pierre-Yves
Author_Institution
Dept. of Comput. Sci., Inst. Nat. des Sci. Appliques, Rennes, France
fYear
1999
fDate
36342
Firstpage
189
Lastpage
192
Abstract
We are concerned with two important points in identification of fuzzy systems, namely choosing training data for optimal coverage of input space and establishing approximation error bounds. We present a method to determine a good distribution of experimental data and we establish in this case approximation bound errors
Keywords
function approximation; fuzzy logic; fuzzy systems; interpolation; Tagaki-Sugeno fuzzy system; approximation accuracy; approximation error bounds; experimental data; function approximation; identification; input space optimal coverage; interpolation; training data; Aerospace industry; Computer science; Diffusion processes; Fuzzy sets; Fuzzy systems; Industrial training; Real time systems; Statistics; Training data;
fLanguage
English
Publisher
ieee
Conference_Titel
Fuzzy Information Processing Society, 1999. NAFIPS. 18th International Conference of the North American
Conference_Location
New York, NY
Print_ISBN
0-7803-5211-4
Type
conf
DOI
10.1109/NAFIPS.1999.781680
Filename
781680
Link To Document