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Sibirskii Zhurnal Industrial'noi Matematiki, 2005, Volume 8, Number 3, Pages 40–47
(Mi sjim288)
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The method of parametric Lyapunov functions for Markov dynamical systems
S. M. Dobrovolskii, T. M. Strugova Omsk State Technical University
Abstract:
The notion of parametric Lyapunov function is introduced for Markov dynamic systems. The existence of a function of this kind is shown to be a necessary and sufficient condition for the strong stochastic stability of an equilibrium. In terms of parametric Lyapunov functions, a sufficient criterion is proved for asymptotic strong stochastic stability in the case of Feller Markov chains. Some examples are given showing the efficiency of the method proposed.
Received: 20.01.2004 Revised: 12.05.2005
Citation:
S. M. Dobrovolskii, T. M. Strugova, “The method of parametric Lyapunov functions for Markov dynamical systems”, Sib. Zh. Ind. Mat., 8:3 (2005), 40–47; J. Appl. Industr. Math., 2:1 (2008), 39–45
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https://www.mathnet.ru/eng/sjim288 https://www.mathnet.ru/eng/sjim/v8/i3/p40
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