نتایج جستجو برای: sugeno t

تعداد نتایج: 704920  

2013
Kimun Ryu

In this paper, stability analysis of the PDCbased Takagi-Sugeno (T-S) fuzzy impulsive control systems by using the extended Lyapunov stability theory is investigated. Some sufficient conditions and criterions are derived for stability of T-S fuzzy impulsive control system in terms of linear matrix inequalities (LMIs). Finally, control schemes are successfully applied to stabilize a predator-pre...

Journal: :iranian journal of fuzzy systems 2012
t. senthilkumar p. balasubramaniam

in this paper, the problems of robust stabilization and$h_{infty}$ control for uncertain stochastic systems withmultiple time delays represented by the takagi-sugeno (t-s) fuzzymodel have been studied. by constructing a new lyapunov-krasovskiifunctional (lkf) and using the bounding techniques, sufficientconditions for the delay-dependent robust stabilization and $h_{infty}$ control scheme are p...

2012
Radu-Emil Precup Horaţiu-Ioan Filip Mircea-Bogdan Rădac Claudiu Pozna Stefan Preitl

The paper offers evolving Takagi–Sugeno (T–S) fuzzy models for a nonlinear benchmark represented by the pendulum-crane system and focused on the dynamics of pendulum angular position behavior. The rule bases and parameters of T–S fuzzy models are continuously evolved by an online identification algorithm in terms of computing the potentials of new data points. Accepting the pendulum angle as mo...

2004
Michel GRABISCH

We show that the Choquet integral is the unique linear interpolator between vertices of the [0, 1] hypercube, using the least possible number of vertices. Related results by Lovász and Singer are discussed, as well as other interpolations. We show that the Choquet integral for bi-capacities can be also casted into this framework. Lastly, we discuss the case of Sugeno integral.

2016
Dug Hun Hong

In this note, we consider a similar type of Gauss inequality for fuzzy integrals. More precisely, we show that the inequality x(S) ∫ ∞

1999
Margarita Mas Gaspar Mayor Jaume Suñer

Fuzzy measures were introduced by M Sugeno in in order to express a grade of fuzziness in the same way that probability measures express a grade of random ness The Sugeno fuzzy integrals are the functionals with monotonicity de ned by using fuzzy measures Later on Murofushi and Sugeno proposed another type of fuzzy integral the Choquet integral based on the Capacity Theory developed by G Choque...

Journal: :IEEE Trans. Contr. Sys. Techn. 2002
Ofelia Begovich Edgar N. Sánchez Marcos Maldonado

This contribution presents an approach to achieve trajectory tracking for nonlinear systems. Combining linear regulator theory with the Takagi–Sugeno (T–S) fuzzy methodology; an algorithm is described for this tracking. The main contribution of the paper consists in the real-time application of this algorithm to a specific underactuated robot: the Pendubot.

2015
Habib Ben Zina Moez Allouche Mansour Souissi Mohamed Chaabane

This paper presents an active fault tolerant control (FTC) strategy for induction motor drive that ensures trajectory tracking and offset the effect of the sensor faults despite the presence of load torque disturbance. The proposed approaches use a fuzzy descriptor observer to estimate simultaneously the system state and the sensor fault. The physical model of induction motor is approximated by...

2009
Erich-Peter Klement Anna Kolesárová Radko Mesiar Andrea Stupnanová

Three different types of universal integral based on level dependent capacities are introduced and discussed. Two extremal types are based on Caratheodory’s idea of inner and outer measures, while the third type is introduced for copula-based universal integrals only. Keywords—Choquet integral, Copula, Fuzzy measure, Level dependent capacities, Sugeno integral, Universal integral.

Journal: :Appl. Soft Comput. 2012
Kumaresan Nallasamy Kuru Ratnavelu

In this paper, optimal control for stochastic linear singular Takagi–Sugeno (T–S) fuzzy delay system with quadratic performance is obtained using genetic programming (GP). To obtain the optimal control, the solution of matrix Riccati differential equation (MRDE) is computed by solving differential algebraic equation (DAE) using a novel and nontraditional GP approach. The GP solution is equivale...

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