Distributed Optimization: Advances in Theories, Methods, and Applications

Huaqing Li (), Qingguo Lü (), Zheng Wang (), Xiaofeng Liao () and Tingwen Huang ()
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Huaqing Li: Southwest University, College of Electronic and Information Engineering
Qingguo Lü: Southwest University, College of Electronic and Information Engineering
Zheng Wang: Southwest University, College of Electronic and Information Engineering
Xiaofeng Liao: Chongqing University, College of Computer Science
Tingwen Huang: Texas A&M University at Qatar, Science Program

in Springer Books from Springer

Date: 2020
ISBN: 978-981-15-6109-2
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Chapters in this book:

Ch Chapter 1 Introduction

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 10 Distributed Economic Dispatch in Smart Grids: Event-Triggered Scheme

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 2 Achieving Linear Convergence of Distributed Optimization over Unbalanced Directed Networks with Row-Stochastic Weight Matrices

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 3 Achieving Linear Convergence of Distributed Optimization over Time-Varying Directed Networks with Column-Stochastic Weight Matrices

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 4 Asynchronous Broadcast-Based Distributed Optimization over Unbalanced Directed Networks

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 5 Quantized Communication-Based Distributed Optimization over Time-Varying Directed Networks

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 6 Event-Triggered Scheme-Based Distributed Optimization over Digital Network with Limited Data Rate

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 7 Random Sleep Scheme-Based Distributed Optimization over Time-Varying Directed Networks

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 8 Distributed Stochastic Optimization: Variance Reduction and Edge-Based Method

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

Ch Chapter 9 Distributed Economic Dispatch in Smart Grids: General Unbalanced Directed Network

Huaqing Li, Qingguo Lü, Zheng Wang, Xiaofeng Liao and Tingwen Huang

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DOI: 10.1007/978-981-15-6109-2

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