Distributed Optimization in Networked Systems Algorithms and Applications /
This book focuses on improving the performance (convergence rate, communication efficiency, computational efficiency, etc.) of algorithms in the context of distributed optimization in networked systems and their successful application to real-world applications (smart grids and online learning). Rea...
Պահպանված է:
| Հիմնական հեղինակներ: | , , , , |
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| Համատեղ հեղինակ: | |
| Ձևաչափ: | Էլեկտրոնային էլ․ գիրք |
| Լեզու: | անգլերեն |
| Հրապարակվել է: |
Singapore :
Springer Nature Singapore : Imprint: Springer,
2023.
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| Հրատարակություն: | 1st ed. 2023. |
| Շարք: | Wireless Networks,
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| Խորագրեր: | |
| Առցանց հասանելիություն: | https://doi.org/10.1007/978-981-19-8559-1 |
| Ցուցիչներ: |
Ավելացրեք ցուցիչ
Չկան պիտակներ, Եղեք առաջինը, ով նշում է այս գրառումը!
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Բովանդակություն:
- Chapter 1. Distributed Nesterov-Like Accelerated Algorithms in Networked Systems with Directed Communications
- Chapter 2. Distributed Stochastic Projected Gradient Algorithms for Composite Constrained Optimization in Networked Systems
- Chapter 3. Distributed Proximal Stochastic Gradient Algorithms for Coupled Composite Optimization in Networked Systems
- Chapter 4. Distributed Subgradient Algorithms Based on Event-Triggered Strategy in Networked Systems
- Chapter 5. Distributed Accelerated Stochastic Algorithms Based on Event-Triggered Strategy in Networked Systems
- Chapter 6. Event-Triggered Based Distributed Optimal Economic Dispatch in Smart Grids
- Chapter 7. Fast Distributed Optimal Economic Dispatch in Dynamic Smart Grids with Directed Communications
- Chapter 8. Accelerated Distributed Optimal Economic Dispatch in Smart Grids with Directed Communications
- Chapter 9. Privacy Preserving Distributed Online Learning with Time-Varying and Directed Communications.