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.
1996
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
New Orleans, LA
8-11 Sept. 1996
2
1067
1072
Fantuzzi, Cesare; R., Rovatti
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).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/620530
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