Stochastic Approximation: A Dynamical Systems Viewpoint

Language: English

Published by Springer, Springer Feb 2024, 2024

9819982766 / 9789819982769

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Seller: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, GermanyBuchWeltWeit Ludwig Meier e.K.

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This item is printed on demand - it takes 3-4 days longer - Neuware -This book serves as an advanced text for a graduate course on stochastic algorithms for the students of probability and statistics, engineering, economics and machine learning. This second edition gives a comprehensive treatment of stochastic approximation algorithms based on the ordinary differential equation (ODE) approach which analyses the algorithm in terms of a limiting ODE. It has a streamlined treatment of the classical convergence analysis and includes several recent developments such as concentration bounds, avoidance of traps, stability tests, distributed and asynchronous schemes, multiple time scales, general noise models, etc., and a category-wise exposition of many important applications. It is also a useful reference for researchers and practitioners in the field. 292 pp. Englisch.

Seller Inventory # 9789819982769

Title
Stochastic Approximation: A Dynamical Systems Viewpoint
Author
Vivek S. Borkar
Publisher
Springer, Springer Feb 2024
Publication year
2024
Condition
Neu
Binding
Buch
Language
English
ISBN 10
9819982766
ISBN 13
9789819982769
Edition
2nd Edition
Item weight
659 grams
Dimensions
241x160x21 mm

BuchWeltWeit Ludwig Meier e.K.

Bergisch Gladbach, Germany

5-star seller

AbeBooks seller since January 11, 2012

Shipping rates from Germany to U.S.A.

Item5 to 15 business days5 to 15 business days
First itemUS$ 26.74US$ 26.74
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BuchWeltWeit Ludwig Meier e.K.

Germany