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

Distributed Optimization: Advances in Theories, Methods, and Applications ◽

10.1007/978-981-15-6109-2_2 ◽

2020 ◽

pp. 7-31

Author(s):

Huaqing Li ◽

Qingguo Lü ◽

Zheng Wang ◽

Xiaofeng Liao ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

Directed Networks

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

Distributed Optimization: Advances in Theories, Methods, and Applications ◽

10.1007/978-981-15-6109-2_3 ◽

2020 ◽

pp. 33-56

Author(s):

Huaqing Li ◽

Qingguo Lü ◽

Zheng Wang ◽

Xiaofeng Liao ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

Time Varying ◽

Directed Networks ◽

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Linear Convergence for Distributed Optimization Without Strong Convexity

2020 59th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc42340.2020.9304381 ◽

2020 ◽

Author(s):

Xinlei Yi ◽

Shengjun Zhang ◽

Tao Yang ◽

Tianyou Chai ◽

Karl H. Johansson

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

Strong Convexity

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Discrete-Time Zero-Gradient-Sum Algorithm for Distributed Optimization over Directed Networks

10.1109/ccdc52312.2021.9602040 ◽

2021 ◽

Author(s):

Xinyi Zhao ◽

Weifeng Gao ◽

Jin Xie

Keyword(s):

Discrete Time ◽

Distributed Optimization ◽

Directed Networks ◽

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A Nesterov-Like Gradient Tracking Algorithm for Distributed Optimization Over Directed Networks

IEEE Transactions on Systems Man and Cybernetics Systems ◽

10.1109/tsmc.2019.2960770 ◽

2020 ◽

pp. 1-13 ◽

Author(s):

Qingguo Lu ◽

Xiaofeng Liao ◽

Huaqing Li ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Tracking Algorithm ◽

Directed Networks

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Achieving linear convergence for distributed optimization with zeno-like-free event-triggered communication scheme

2017 29th Chinese Control And Decision Conference (CCDC) ◽

10.1109/ccdc.2017.7978291 ◽

2017 ◽

Author(s):

Huaqing Li ◽

Shuai Liu ◽

Yeng Chai Soh ◽

Lihua Xie ◽

Dawen Xia

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

Communication Scheme ◽

Event Triggered

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A Privacy Preserving Distributed Optimization Algorithm for Economic Dispatch over Time-varying Directed Networks

IEEE Transactions on Industrial Informatics ◽

10.1109/tii.2020.2996198 ◽

2020 ◽

pp. 1-1

Author(s):

Shuai Mao ◽

Yang Tang ◽

Zi wei Dong ◽

Ke Meng ◽

Zhao Yang Dong ◽

...

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Economic Dispatch ◽

Privacy Preserving ◽

Time Varying ◽

Directed Networks ◽

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Asynchronous Distributed Optimization over Lossy Networks via Relaxed ADMM: Stability and Linear Convergence

IEEE Transactions on Automatic Control ◽

10.1109/tac.2020.3011358 ◽

2020 ◽

pp. 1-1

Author(s):

Nicola Bastianello ◽

Ruggero Carli ◽

Luca Schenato ◽

Marco Todescato

Keyword(s):

Distributed Optimization ◽

Linear Convergence ◽

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

Distributed Optimization: Advances in Theories, Methods, and Applications ◽

10.1007/978-981-15-6109-2_7 ◽

2020 ◽

pp. 141-160

Author(s):

Huaqing Li ◽

Qingguo Lü ◽

Zheng Wang ◽

Xiaofeng Liao ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Directed Networks ◽

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Asynchronous Broadcast-Based Distributed Optimization over Unbalanced Directed Networks

Distributed Optimization: Advances in Theories, Methods, and Applications ◽

10.1007/978-981-15-6109-2_4 ◽

2020 ◽

pp. 57-84

Author(s):

Huaqing Li ◽

Qingguo Lü ◽

Zheng Wang ◽

Xiaofeng Liao ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Directed Networks

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A fast algorithm for distributed optimization over directed networks

2016 IEEE International Conference on Cyber Technology in Automation, Control, and Intelligent Systems (CYBER) ◽

10.1109/cyber.2016.7574793 ◽

2016 ◽

Author(s):

Jinshan Zeng ◽

Tao He

Keyword(s):

Fast Algorithm ◽

Distributed Optimization ◽

Directed Networks

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