Articoli correlati a Stochastic Approximation: A Dynamical Systems Viewpoint:...
- EditoreSpringer-Verlag GmbH
- Data di pubblicazione2025
- ISBN 10 9819982790
- ISBN 13 9789819982790
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero edizione2
- Numero di pagine292
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Stochastic Approximation: A Dynamical Systems Viewpoint
ISBN 10: 9819982790
ISBN 13: 9789819982790
Nuovo
Taschenbuch
Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. 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. Codice articolo 9789819982790
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Stochastic Approximation: A Dynamical Systems Viewpoint
Editore:
Springer Nature Singapore, Springer Nature Singapore, 2025
ISBN 10: 9819982790
ISBN 13: 9789819982790
Nuovo
Taschenbuch
Da: AHA-BUCH GmbH, Einbeck, Germania
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Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - 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. Codice articolo 9789819982790
Quantità: 1 disponibili
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Stochastic Approximation: A Dynamical Systems Viewpoint: 48 (Texts and Readings in Mathematics)
Da: Books Puddle, New York, NY, U.S.A.
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Condizione: New. Codice articolo 26403803513
Quantità: 4 disponibili
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Stochastic Approximation: A Dynamical Systems Viewpoint: 48 (Texts and Readings in Mathematics)
Print on DemandDa: Majestic Books, Hounslow, Regno Unito
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Condizione: New. Print on Demand. Codice articolo 409350822
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Stochastic Approximation: A Dynamical Systems Viewpoint: 48 (Texts and Readings in Mathematics)
Print on DemandDa: Biblios, Frankfurt am main, HESSE, Germania
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Condizione: New. PRINT ON DEMAND. Codice articolo 18403803507
Quantità: 4 disponibili