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Asymptotic behavior of asynchronous stochastic approximation

✍ Scribed by Haitao Fang; Hanfu Chen


Book ID
110648458
Publisher
Science in China Press (SCP)
Year
2001
Tongue
English
Weight
578 KB
Volume
44
Category
Article
ISSN
1674-733X

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Let G be a bounded convex set, and H G the projection onto G, and {~j} a bounded random process. Projected algorithms of the types X~ + 1 = H~(X~ + ~ b (X~, ~,)) (or X n + 1 = He(X, + a, b (Xn, in)), where 0 < a n ~ 0, Z a, = oo) occur frequently in applications (among other places) in control and c