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Stochastic approximation procedure with impulsive Markov perturbations

In this paper we discuss asymptotic behavior of the stochastic approximation procedure in case when the regression function is perturbed by the Markov impulsive process. Also we consider the stochastic approximation procedure stability conditions in the terms of existence of Lyapunov's function...

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Bibliographic Details
Main Authors: Chabanyuk, Ya.M., Semenyuk, S.A.
Format: Article
Language:English
Published: Інститут кібернетики ім. В.М. Глушкова НАН України 2011
Series:Математичне та комп'ютерне моделювання. Серія: Фізико-математичні науки
Online Access:http://dspace.nbuv.gov.ua/handle/123456789/48810
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