Title
Searching Candidate Lyapunov Function with Threshold Accepting Algorithm
Abstract
Stability of nonlinear systems is a problem of fundamental importance in system engineering. Specifically, the computation of a Lyapunov function which presents one of the tools for study the stability of nonlinear systems. The objective of this work is to study the Lyapunov approaches of polynomial systems. These approaches have been investigated in order to develop numerical algorithms based on the synthesis of a polynomial Lyapunov functions. We proceed in two steps: Firstly, we exploit the Carle man linearization technique which allows achieving a linear system of infinite dimension. Secondly, we implement a Threshold Accepting Algorithm technique to determine a candidate Lyapunov Function. The increase in the degree of truncation of the equation of infinite dimensional of Lyapunov function allowing greater accuracy the theorem of Lyapunov' stability. But it complicates the calculation and synthesis of the expression of the Lyapunov function. The proposed approach is applied to the well known systems.
Year
DOI
Venue
2011
10.1109/CICSyN.2011.19
CICSyN
Keywords
Field
DocType
infinite dimension,polynomial lyapunov function,searching candidate lyapunov function,infinite dimensional,lyapunov function,nonlinear system,linear system,lyapunov approach,carle man linearization technique,threshold accepting algorithm technique,candidate lyapunov function,system engineering,asymptotic stability,linear systems,simulated annealing,stability,numerical stability,nonlinear systems,polynomials
Lyapunov function,Mathematical optimization,Lyapunov equation,Control-Lyapunov function,Computer science,Lyapunov stability,Algorithm,Lyapunov optimization,Lyapunov redesign,Lyapunov exponent,Stability theory
Conference
Citations 
PageRank 
References 
1
0.38
0
Authors
3
Name
Order
Citations
PageRank
Faical Hamidi110.72
Mohamed Naceur Abdelkrim27028.78
Houssem Jerbi39210.59