Exponentially stable nonlinear systems have polynomial lyapunov functions on bounded regions

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

This paper presents a proof that existence of a polyno-mial Lyapunov function is necessary and sufficient for exponential stability of sufficiently smooth nonlinear or-dinary differential equations on bounded sets. The main result implies that if there exists an n-times continuously differentiate Lyapunov function which proves exponen-tial stability on a bounded subset of ℝ<sup>n</sup> , then there exists a polynomial Lyapunov function which proves exponen-tial stability on the same region. Such a continuous Lya-punov function will exist if , for example , the right-hand side of the differential equation is polynomial or at least n-times continuously differentiable. Our investigation is motivated by the use of polynomial optimization algo-rithms to construct polynomial Lyapunov functions for systems of nonlinear ordinary differential equations.

Original languageEnglish (US)
Title of host publication45th Annual Allerton Conference on Communication, Control, and Computing 2007
PublisherUniversity of Illinois at Urbana-Champaign, Coordinated Science Laboratory and Department of Computer and Electrical Engineering
Pages1074-1081
Number of pages8
Volume2
ISBN (Print)9781605600864
StatePublished - 2007
Externally publishedYes
Event45th Annual Allerton Conference on Communication, Control, and Computing 2007 - Monticello, United States
Duration: Sep 26 2007Sep 28 2007

Other

Other45th Annual Allerton Conference on Communication, Control, and Computing 2007
Country/TerritoryUnited States
CityMonticello
Period9/26/079/28/07

ASJC Scopus subject areas

  • Computer Science Applications
  • Computer Networks and Communications

Fingerprint

Dive into the research topics of 'Exponentially stable nonlinear systems have polynomial lyapunov functions on bounded regions'. Together they form a unique fingerprint.

Cite this