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Avtomatika i Telemekhanika, 1978, Issue 2, Pages 83–92
(Mi at9660)
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Adaptive Systems
On convergence of the stochastic approximation method moments
M. B. Nevel'son Moscow
Abstract:
General conditions are obtained which insure convergee of moments of differentorders for stochastic approximation which is a simple modification of the Robbins — Monro procedure to corresponding moments of the normal law. A similar result is obtained for a modification of the Venter adaptive procedure for which the limit normal law features minimal variance.
Received: 12.10.1976
Citation:
M. B. Nevel'son, “On convergence of the stochastic approximation method moments”, Avtomat. i Telemekh., 1978, no. 2, 83–92; Autom. Remote Control, 39:2 (1978), 224–232
Linking options:
https://www.mathnet.ru/eng/at9660 https://www.mathnet.ru/eng/at/y1978/i2/p83
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