Sequential Learning and Decision-Making in Wireless Resource Management - Couverture souple

Zheng, Rong; Hua, Cunqing

9783319844138: Sequential Learning and Decision-Making in Wireless Resource Management

Couverture souple

ISBN 10 : 331984413X ISBN 13 : 9783319844138

Editeur : Springer, 2018

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This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks.
Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible.

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�diteur: Springer
Date d'�dition: 2018
Langue: anglais
ISBN 10: 331984413X
ISBN 13: 9783319844138
Reliure: Broch�
Nombre de pages: 132
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Sequential Learning and Decision-Making in Wireless Resource Management

Rong Zheng|Cunqing Hua

Edit� par Springer International Publishing, 2018

ISBN 10 : 331984413X ISBN 13 : 9783319844138

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Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Emphasizes intuition rather than laborious proofsProvides a recipe for applying theoretical tools to real-world problemsTreats both theoretical and practical aspects of the sequential learning and dec. N� de r�f. du vendeur 458624735

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Sequential Learning and Decision-Making in Wireless Resource Management

Rong Zheng

Edit� par Berlin Springer International Publishing Springer Jul 2018, 2018

ISBN 10 : 331984413X ISBN 13 : 9783319844138

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Taschenbuch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks.Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible. 118 pp. Englisch. N� de r�f. du vendeur 9783319844138

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Sequential Learning and Decision-Making in Wireless Resource Management

Rong Zheng

Edit� par Springer, Berlin, Springer International Publishing, Springer, 2018

ISBN 10 : 331984413X ISBN 13 : 9783319844138

Neuf Taschenbuch

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

�valuation du vendeur 5 sur 5 �toiles

Taschenbuch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book lays out the theoretical foundation of the so-called multi-armed bandit (MAB) problems and puts it in the context of resource management in wireless networks. Part I of the book presents the formulations, algorithms and performance of three forms of MAB problems, namely, stochastic, Markov and adversarial. Covering all three forms of MAB problems makes this book unique in the field. Part II of the book provides detailed discussions of representative applications of the sequential learning framework in cognitive radio networks, wireless LANs and wireless mesh networks.Both individuals in industry and those in the wireless research community will benefit from this comprehensive and timely treatment of these topics. Advanced-level students studying communications engineering and networks will also find the content valuable and accessible. N� de r�f. du vendeur 9783319844138

Contacter le vendeur