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.
On the Approximation Capabilities of the Homogeneous Takagi-Sugeno Model / Fantuzzi, Cesare; R., Rovatti. - ELETTRONICO. - 2:(1996), pp. 1067-1072. (Intervento presentato al convegno Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on tenutosi a New Orleans, LA nel 8-11 Sept. 1996).
On the Approximation Capabilities of the Homogeneous Takagi-Sugeno Model
FANTUZZI, Cesare;
1996
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.
Pubblicazioni consigliate
I metadati presenti in IRIS UNIMORE sono rilasciati con licenza Creative Commons CC0 1.0 Universal, mentre i file delle pubblicazioni sono rilasciati con licenza Attribuzione 4.0 Internazionale (CC BY 4.0), salvo diversa indicazione.
In caso di violazione di copyright, contattare Supporto Iris
