English

Improved finite-time stability and instability theorems for stochastic nonlinear systems

Optimization and Control 2022-07-26 v1

Abstract

This paper studies finite-time stability and instability theorems in probability sense for stochastic nonlinear systems. Firstly, a new sufficient condition is proposed to guarantee that the considered system has a global solution. Secondly, we propose improved finite-time stability and instability criteria that relax the constraints on LV\mathcal {L}V (the infinitesimal operator of Lyapunov function VV) by the uniformly asymptotically stable function(UASF). The improved finite-time stability theorems allow LV\mathcal {L}V to be indefinite (negative or positive) rather than just only allow LV\mathcal {L}V to be negative. Most existing finite-time stability and instability results can be viewed as special cases of the obtained theorems. Finally, some simulation examples verify the validity of the theoretical results.

Keywords

Cite

@article{arxiv.2207.11642,
  title  = {Improved finite-time stability and instability theorems for stochastic nonlinear systems},
  author = {Weihai Zhang and Liqiang Yao},
  journal= {arXiv preprint arXiv:2207.11642},
  year   = {2022}
}
R2 v1 2026-06-25T01:10:35.424Z