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Stochastic Approximation Algorithms and Applicatons (Applications of Mathematics)

Harold J. Kushner, George Yin




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 | #5251657 in Books |  1997-01 | Ingredients: Example Ingredients | Original language:English | PDF # 1 |  1.00 x6.35 x9.50l,1.63 | File type: PDF | 417 pages

|| |This is the most thorough mathematical treatment of SA (stochastic approximation) in existence. -- James C. Spall, IEEE Transactions on Automatic Control, May 1998

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.



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