Title :
A Synthesis on Lyapunov Methods to the Estimation and Enlargement of Attraction Domain for Nonlinear Autonomous Systems
Author :
Hamidi, Faiçal ; Jerbi, Houssem
Author_Institution :
M.A.C.S., Ecole Nat. d´´Ing. de Gabes, Gabes, Tunisia
Abstract :
The objective of this work is to study Lyapunov approaches for the estimation and the enlargement of asymptotic stability region of nonlinear autonomous systems. These approaches have been investigated in order to develop digital algorithms based on the synthesis of a quadratic and maximum Lyapunov functions. The results on all three explored methods: McCann Method, estimation method via a Maximal Lyapunov function and the estimation method via a Quadratic Lyapunov function, showed that this variety of methods: i) is efficient for a large class of nonlinear systems, ii) has an interesting capacity of enlargement of the asymptotic stability region, iii) is characterized by an obvious property of implementation for reduced and high order nonlinear systems. The efficiency and the validation of the investigated methods are tested via a simulation study. The performances of all methods are compared and discussed via the study of the well known the Van der Pol model.
Keywords :
Lyapunov methods; asymptotic stability; continuous systems; control system synthesis; nonlinear control systems; McCann method; Van der Pol model; asymptotic stability region; digital algorithm; high order nonlinear systems; maximum Lyapunov function; nonlinear autonomous systems; quadratic Lyapunov function; Analytical models; Asymptotic stability; Computational intelligence; Computational modeling; Continuous time systems; Lyapunov method; Nonlinear systems; Taylor series; Testing; Yield estimation; Domain of attraction; Lyapunov function; Region of Asymptotic Stability; stable equilibrum point;
Conference_Titel :
Computational Intelligence, Modelling and Simulation, 2009. CSSim '09. International Conference on
Conference_Location :
Brno
Print_ISBN :
978-1-4244-5200-2
Electronic_ISBN :
978-0-7695-3795-5
DOI :
10.1109/CSSim.2009.18