An accelerated distributed optimization algorithm over time-varying digraphs with column-stochastic matrices

Mapping Intimacies ◽

10.1109/ccdc52312.2021.9602039 ◽

2021 ◽

Author(s):

Xiasheng Shi ◽

Hanlin Liu ◽

Jiahao Chen ◽

Xuesong Wang

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Time Varying ◽

Stochastic Matrices ◽

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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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A Distributed Optimization Algorithm over Time-Varying Graphs with Efficient Gradient Evaluations

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2019.12.181 ◽

2019 ◽

Vol 52 (20) ◽

pp. 357-362 ◽

Author(s):

Bryan Van Scoy ◽

Laurent Lessard

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Time Varying ◽

Over Time ◽

Time Varying Graphs

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Analysis and Design of First-Order Distributed Optimization Algorithms Over Time-Varying Graphs

IEEE Transactions on Control of Network Systems ◽

10.1109/tcns.2020.2988009 ◽

2020 ◽

Vol 7 (4) ◽

pp. 1597-1608

Author(s):

Akhil Sundararajan ◽

Bryan Van Scoy ◽

Laurent Lessard

Keyword(s):

Distributed Optimization ◽

Optimization Algorithms ◽

Time Varying ◽

Analysis And Design ◽

First Order ◽

Over Time ◽

Time Varying Graphs

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Distributed Subgradient-Free Stochastic Optimization Algorithm for Nonsmooth Convex Functions over Time-Varying Networks

SIAM Journal on Control and Optimization ◽

10.1137/18m119046x ◽

2019 ◽

Vol 57 (4) ◽

pp. 2821-2842

Author(s):

Yinghui Wang ◽

Wenxiao Zhao ◽

Yiguang Hong ◽

Mohsen Zamani

Keyword(s):

Stochastic Optimization ◽

Optimization Algorithm ◽

Convex Functions ◽

Time Varying ◽

Time Varying Networks ◽

Stochastic Optimization Algorithm ◽

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Distributed optimization over time-varying networks with stochastic information delays

IEEE Transactions on Automatic Control ◽

10.1109/tac.2021.3108492 ◽

2021 ◽

pp. 1-1

Author(s):

Arunselvan Ramaswamy ◽

Adrian Redder ◽

Daniel E. Quevedo

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Information Delays ◽

Time Varying Networks ◽

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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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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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Decentralized Optimization Over Time-Varying Directed Graphs With Row and Column-Stochastic Matrices

IEEE Transactions on Automatic Control ◽

10.1109/tac.2020.2969721 ◽

2020 ◽

Vol 65 (11) ◽

pp. 4769-4780 ◽

Author(s):

Fakhteh Saadatniaki ◽

Ran Xin ◽

Usman A. Khan

Keyword(s):

Directed Graphs ◽

Time Varying ◽

Stochastic Matrices ◽

Decentralized Optimization ◽

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Row-Stochastic Matrices Based Distributed Optimization Algorithm With Uncoordinated Step-Sizes

2019 6th International Conference on Information, Cybernetics, and Computational Social Systems (ICCSS) ◽

10.1109/iccss48103.2019.9115478 ◽

2019 ◽

Author(s):

Huaqing Li ◽

Jinmeng Wang ◽

Zheng Wang

Keyword(s):

Optimization Algorithm ◽

Distributed Optimization ◽

Stochastic Matrices

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A geometrically convergent method for distributed optimization over time-varying graphs

2016 IEEE 55th Conference on Decision and Control (CDC) ◽

10.1109/cdc.2016.7798402 ◽

2016 ◽

Author(s):

Angelia Nedich ◽

Alex Olshevsky ◽

Wei Shi

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Convergent Method ◽

Over Time ◽

Time Varying Graphs

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