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Stochastic approximation algorithms amd applications /
by Kushner, Harold
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Authors:
Yin, George G.
Series:
Applications of mathematics ;
. 35
Published by :
Springer-Verlag,
(New York : )
Physical details: XXI, 417 p. ; 24 cm.
Subject(s):
Stochastic approximation
Year : 1997
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| Item type | Location | Call Number | Copy | Status | Notes | Date Due |
|---|---|---|---|---|---|---|
| Books | Istituto di Ingegneria Biomedica | QA274.2.K88 (Browse Shelf) | 1 | Available | Finesso |
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Contents. 1. Introduction: applications and issues. 2. Applications to learning, state dependent noise, and queueing. 3. Applications in signal processing in adaptive control 4. Mathematical background. 5. Convergence with probability one: martingale difference noise. 6. Convergence with probability one: correlated noise. 7. Weak convergence: introduction. 8. Weak convergence methods for general algorithms. 9. Applications: proofs of convergence. 10. rate of convergence. 11. Averaging of the iterates. 12. Distributed/decentralized and asynchronous algorithms
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