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9788195196111: HINDUSTAN STOCHASTIC APPROXIMATION: A DYNAMICIAL SYSTEMS VIEWPOINT

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Vivek S. Borkar
ISBN 10: 819519611X ISBN 13: 9788195196111
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Vivek S. Borkar
Published by Hindustan Book Agency (India), 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Vivek S. Borkar
Published by Hindustan, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Vivek S. Borkar
Published by Hindustan, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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VIVEK S. BORKAR
Published by HINDUSTAN, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Vivek S. Borkar
Published by HINDUSTAN, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-15004

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Borkar, V.S
Published by HINDUSTAN, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Condition: New. Brand New. Soft Cover International Edition. Different ISBN and Cover Image. Priced lower than the standard editions which is usually intended to make them more affordable for students abroad. The core content of the book is generally the same as the standard edition. The country selling restrictions may be printed on the book but is no problem for the self-use. This Item maybe shipped from US or any other country as we have multiple locations worldwide. Seller Inventory # ABNR-172611

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Vivek S. Borkar
Published by HINDUSTAN, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Vivek S. Borkar
Published by Hindustan Book Agency, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Seller: Vedams eBooks (P) Ltd, New Delhi, India

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Hardcover. Condition: New. Contents: 1. Introduction. 2. Convergence Analysis. 3. Finite time bounds and traps. 4. Stability Criteria. 5. Stochastic Recursive Inclusions. 6. Asynchronous Schemes. 7. A Limit Theorem for Fluctuations. 8. Multiple Timescales. 9. Constant Stepsize Algorithms. 10. General noise models. 11. Stochastic Gradient Schemes. 12. Liapunov and Related Systems. 13. Topics in Analysis. 14. Ordinary Differential Equations. 15. Topics in Probability. This book gives a comprehensive treatment of stochastic approximation algorithms using their differential equation limits, which lays bare its dynamical aspects. Highlights of the book include a streamlined treatment of classical results such as the analysis of asymptotic behavior for decreasing and constant stepsizes and the functional central limit theorem, and inclusion of several important extensions and recent developments such as concentration bounds, avoidance of traps, stability tests, asynchronous implementations, differential inclusion limits, multiple time scales, and general noise models. In addition, major applications are surveyed category-wise, with special focus on stochastic gradient descent. The book will be a valuable resource to students, researchers, and practitioners in statistics, applied probability, control and communication engineering, operations research, machine learning and economic models. Seller Inventory # 137877A

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VIVEK S. BORKAR
Published by HINDUSTAN, 2022
ISBN 10: 819519611X ISBN 13: 9788195196111
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Paperback. Condition: Brand New. Brand New! . "This is an International Edition." Book is In New condition and ship within One Working Day Tracking Number Provided by Customer 12-24 In To Hour, Deliver by FedEx & Aramex, UPS, & USPS Act. Order can be delivered worldwide With In 7-10 Working day Delivery. Ship from India & United States. Seller Inventory # Adhyabooks2062

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