Erhältlich:
Nicht auf Lager
Buch (Softcover): Fachbuch
Decentralized Optimization in Networks
Algorithmic Efficiency and Privacy Preservation
Produkt bewerten
Verlag:
Elsevier Unsere-Artikel-Nr.: P35930683
EAN: 9780443333378
Erhältlich:
Nicht auf Lager
Zustellung: Di, 08.09.2026
Versand: Kostenlos
-20.1 %
CHF 174.–
CHF 139.–
Beschreibung
Decentralized Optimization in Networks: Algorithmic Efficiency and Privacy Preservation. provides the reader with theoretical foundations, practical guidance, and solutions to decentralized optimization problems. The book demonstrates the application of decentralized optimization algorithms to enhance communication and computational efficiency, solve large-scale datasets, maintain privacy preservation, and address challenges in complex decentralized networks. The book covers key topics such as event-triggered communication, random link failures, zeroth-order gradients, variance-reduction, Polyak’s projection, stochastic gradient, random sleep, and differential privacy. It also includes simulations and practical examples to illustrate the algorithms' effectiveness and applicability in real-world scenarios.
Spezifikationen
Sprache
- Englisch
Autor
- Huaqing Li
- Qingguo Lü
- Liao Xiaofeng
- Shaojiang Deng
- Yantao Li
- Keke Zhang
Erscheinungsjahr
- 2025
Format
- Buch (Softcover)