Stochastic Approximation Algorithms and Applications

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Bibliographische Detailangaben
1. Verfasser: Kushner, Harold J. (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: New York, NY Springer New York 1997
Schriftenreihe:Applications of Mathematics, Stochastic Modelling and Applied Probability 35
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Beschreibung
Beschreibung:In recent years algorithms of the stochastic approximation type have found applications in new and diverse areas, and new techniques have been developed for proofs of convergence and rate of convergence. The actual and potential applications in signal processing have exploded. New challenges have arisen in applications to adaptive control. This book presents a thorough coverage of the ODE method used to analyze these algorithms
Beschreibung:1 Online-Ressource (XXI, 417 p)
ISBN:9781489926968
9781489926982
ISSN:0172-4568
DOI:10.1007/978-1-4899-2696-8