Almost Lyapunov functions for nonlinear systems

Research output: Contribution to journalArticle

Abstract

We study convergence of nonlinear systems in the presence of an “almost Lyapunov” function which, unlike the classical Lyapunov function, is allowed to be nondecreasing – and even increasing – on a nontrivial subset of the phase space. Under the assumption that the vector field is free of singular points (away from the origin) and that the subset where the Lyapunov function does not decrease is sufficiently small, we prove that solutions approach a small neighborhood of the origin. A nontrivial example where this theorem applies is constructed.

Original languageEnglish (US)
Article number108758
JournalAutomatica
Volume113
DOIs
StatePublished - Mar 2020

Keywords

  • Lyapunov functions
  • Nonlinear systems
  • Stability

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Electrical and Electronic Engineering

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