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Teoriya Veroyatnostei i ee Primeneniya, 1983, Volume 28, Issue 4, Pages 769–775
(Mi tvp2226)
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This article is cited in 3 scientific papers (total in 3 papers)
Short Communications
A note on upper functions for stochastic approximation
A. P. Korostelev Moscow
Abstract:
For the Robbins–Monro process (1) we study the upper functions $g(t)$ such that
$\displaystyle \limsup_{t\to\infty}(X(t)-\theta)/g(t)=1$ a. s. In the case of continuous time $\xi(t)$ in (1) is the process with homogeneous independent increments; in the case of discrete time $d\xi(s)$, are i. i. d. random variables. The one-dimensional procedure (2) is considered in theorem 1, the multidimensional procedure (11) is studied in theorem 2. All results are obtained under the assumption of finiteness of moment generating function and are based on the theorems on large deviations for Markov processes [10].
Received: 12.06.1980
Citation:
A. P. Korostelev, “A note on upper functions for stochastic approximation”, Teor. Veroyatnost. i Primenen., 28:4 (1983), 769–775; Theory Probab. Appl., 28:4 (1984), 806–811
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Abstract page: | 158 | Full-text PDF : | 81 | First page: | 1 |
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