Articles liés à Distributed Optimization: Advances in Theories, Methods,...
- ÉditeurSpringer Verlag, Singapore
- Date d'édition2020
- ISBN 10 9811561087
- ISBN 13 9789811561085
- ReliureRelié
- Langueanglais
- Nombre de pages243
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Distributed Optimization: Advances in Theories, Methods, and Applications
Vendeur : Lucky's Textbooks, Dallas, TX, Etats-Unis
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Etat : New. N° de réf. du vendeur ABLIING23Apr0412070089630
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Distributed Optimization: Advances in Theories, Methods, and Applications
Edité par
Springer Nature Singapore Aug 2020, 2020
ISBN 10 : 9811561087
ISBN 13 : 9789811561085
Neuf
Couverture rigide
Vendeur : BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; the implementation of computation-efficient and communication-efficient strategies in the execution of distributed algorithms; and the frameworks of convergence analysis and performance evaluation. On this basis, the book then thoroughly studies 1) distributed constrained optimization and the random sleep scheme, from an agent perspective; 2) asynchronous broadcast-based algorithms, event-triggered communication, quantized communication, unbalanced directed networks, and time-varying networks, from a communication network perspective; and 3) accelerated algorithms and stochastic gradient algorithms, from an algorithm perspective. Finally, the applications of distributed optimization in large-scale statistical learning, wireless sensor networks, and for optimal energy management in smart grids are discussed. 264 pp. Englisch. N° de réf. du vendeur 9789811561085
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Distributed Optimization: Advances in Theories, Methods, and Applications
Vendeur : Ria Christie Collections, Uxbridge, Royaume-Uni
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Etat : New. In. N° de réf. du vendeur ria9789811561085_new
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Distributed Optimization: Advances in Theories, Methods, and Applications
Edité par
Springer Singapore, 2020
ISBN 10 : 9811561087
ISBN 13 : 9789811561085
Neuf
Couverture rigide
Vendeur : moluna, Greven, Allemagne
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Gebunden. Etat : New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Introduces readers to the latest and advanced algorithms in distributed optimization with various characteristics  Provides comprehensive guidance for professional researchers and university students alike  Presents several c. N° de réf. du vendeur 371316756
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Distributed Optimization: Advances in Theories, Methods, and Applications
Edité par
Springer Nature Singapore, Springer Nature Singapore, 2020
ISBN 10 : 9811561087
ISBN 13 : 9789811561085
Neuf
Couverture rigide
Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne
Évaluation du vendeur 5 sur 5 étoiles
Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - This book offers a valuable reference guide for researchers in distributed optimization and for senior undergraduate and graduate students alike. Focusing on the natures and functions of agents, communication networks and algorithms in the context of distributed optimization for networked control systems, this book introduces readers to the background of distributed optimization; recent developments in distributed algorithms for various types of underlying communication networks; the implementation of computation-efficient and communication-efficient strategies in the execution of distributed algorithms; and the frameworks of convergence analysis and performance evaluation. On this basis, the book then thoroughly studies 1) distributed constrained optimization and the random sleep scheme, from an agent perspective; 2) asynchronous broadcast-based algorithms, event-triggered communication, quantized communication, unbalanced directed networks, and time-varying networks, froma communication network perspective; and 3) accelerated algorithms and stochastic gradient algorithms, from an algorithm perspective. Finally, the applications of distributed optimization in large-scale statistical learning, wireless sensor networks, and for optimal energy management in smart grids are discussed. N° de réf. du vendeur 9789811561085
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Distributed Optimization: Advances in Theories, Methods, and Applications
Vendeur : Revaluation Books, Exeter, Royaume-Uni
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Hardcover. Etat : Brand New. 261 pages. 9.25x6.10x0.63 inches. In Stock. N° de réf. du vendeur x-9811561087
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