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Asymptotic Stability and Boundedness of Stochastic Differential Equations with Respect to Semimartingales
Abstract:In this paper, we shall use multiple Lyapunov functions to establish some sufficient criteria for locating the limit sets of solutions of stochastic differential equations with respect to semimartingales. From them follow many useful results on stochastic asymptotic stability and boundedness, including some classical results as special cases. In particular, our new asymptotic stability criteria do not require the diffusion operator associated with the underlying stochastic differential equation be negative definite, while most of the existing results do require this negative definite property essentially.
Keywords:Itô's formula  Supermartingale convergence theorem  Lyapunov function  Stochastic asymptotic stability
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