Stability analysis of the Takagi--Sugeno fuzzy model via Lyapunov method is discussed in this paper. The fuzzy model is like a non-linear interpolation of linear submodels via state-depending membership functions. For this model we introduce a stability test based on the direct method of Lyapunov that, contrary to other existing methods, considers explicitly the membership functions in the criteria.

Stability Analysis of Takagi--Sugeno Fuzzy Systems by Lyapunov Method / Fantuzzi, Cesare; R., Babuska; S., Stramigioli; H., Verbruggen. - STAMPA. - (1996), pp. 345-401. (Intervento presentato al convegno EUFIT’98, 6th European Congress on Intelligent Techniques & Soft Computing tenutosi a Aachen (Germany) nel 25 September 1996-).

Stability Analysis of Takagi--Sugeno Fuzzy Systems by Lyapunov Method

FANTUZZI, Cesare;
1996

Abstract

Stability analysis of the Takagi--Sugeno fuzzy model via Lyapunov method is discussed in this paper. The fuzzy model is like a non-linear interpolation of linear submodels via state-depending membership functions. For this model we introduce a stability test based on the direct method of Lyapunov that, contrary to other existing methods, considers explicitly the membership functions in the criteria.
1996
EUFIT’98, 6th European Congress on Intelligent Techniques & Soft Computing
Aachen (Germany)
25 September 1996-
345
401
Fantuzzi, Cesare; R., Babuska; S., Stramigioli; H., Verbruggen
Stability Analysis of Takagi--Sugeno Fuzzy Systems by Lyapunov Method / Fantuzzi, Cesare; R., Babuska; S., Stramigioli; H., Verbruggen. - STAMPA. - (1996), pp. 345-401. (Intervento presentato al convegno EUFIT’98, 6th European Congress on Intelligent Techniques & Soft Computing tenutosi a Aachen (Germany) nel 25 September 1996-).
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/11380/620529
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