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
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;
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
DOI :
10.1109/NAFIPS.1999.781680
