Title :
On the approximation capabilities of the homogeneous Takagi-Sugeno model
Author :
Fantuzzi, C. ; Rovatti, R.
Author_Institution :
Dipartimento di Elettronica Inf. e Sistemistica, Bologna Univ., Italy
Abstract :
The approximation capability of the Takagi-Sugeno model are investigated in this paper. This kind of model features a functional consequent which is usually a first-degree polynomial in the inputs. The importance of the constant term in such a polynomial is highlighted showing that if it is discarded the Takagi-Sugeno model features the same approximation power of the simpler constant-consequence systems
Keywords :
function approximation; fuzzy systems; piecewise-linear techniques; approximation capabilities; approximation power; constant-consequence systems; first-degree polynomial; functional consequent; homogeneous Takagi-Sugeno model; Control design; Electronic mail; Function approximation; Fuzzy sets; Fuzzy systems; Mathematical model; Polynomials; Power system modeling; Stability analysis; Takagi-Sugeno model;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552326
