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Stochastic Approximation: A Dynamical Systems Viewpoint (Texts and Readings in Mathematics #48) book cover by Vivek S. Borkar
Hardcover

Stochastic Approximation: A Dynamical Systems Viewpoint (Texts and Readings in Mathematics #48)

by Vivek S. Borkar

$114.39 / copy at 25+ copies As low as $111.79 at 100+Your best volume price

Total $2,859.75

Hardcover · 273 pages Springer Nature Singapore · 2024

Format

Hardcover
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About the book

Stochastic Approximation

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.

The book, Stochastic Approximation: A Dynamical Systems Viewpoint (Texts and Readings in Mathematics #48) [Bulk, Wholesale, Quantity] ISBN#9789819982769 in Hardcover by Vivek S. Borkar may be ordered in bulk quantities. Minimum starts at 25 copies. Availability based on publisher status and quantity being ordered.

Details

Publisher
Springer Nature Singapore
Author
Vivek S. Borkar
Format
Hardcover
Published
Feb 1, 2024
ISBN-13
9789819982769
Pages
273
Printing
Printed on demand
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CopiesPrice per copyYou save
25 – 49 $114.39 12% off list
50 – 99 $113.09 13% off list
100+ $111.79 14% off list
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