Momentum methods for stochastic optimization over time-varying directed networks

Signal Processing ◽

10.1016/j.sigpro.2020.107614 ◽

2020 ◽

Vol 174 ◽

pp. 107614 ◽

Author(s):

Zhuo-Xu Cui ◽

Qibin Fan ◽

Cui Jia

Keyword(s):

Stochastic Optimization ◽

Time Varying ◽

Directed Networks ◽

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Online Distributed Dual Averaging Algorithm for Multi-agent Bandit Optimization Over Time-varying General Directed Networks

Information Sciences ◽

10.1016/j.ins.2021.10.003 ◽

2021 ◽

Author(s):

Jueyou Li ◽

Xiaomei Zhu ◽

Zhiyou Wu ◽

Tingwen Huang

Keyword(s):

Time Varying ◽

Directed Networks ◽

Multi Agent ◽

Dual Averaging ◽

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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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Multi-agent constrained optimization of a strongly convex function over time-varying directed networks

2017 55th Annual Allerton Conference on Communication, Control, and Computing (Allerton) ◽

10.1109/allerton.2017.8262781 ◽

2017 ◽

Author(s):

Erfan Yazdandoost Hamedani ◽

Necdet Serhat Aybat

Keyword(s):

Convex Function ◽

Constrained Optimization ◽

Time Varying ◽

Directed Networks ◽

Strongly Convex Function ◽

Strongly Convex ◽

Multi Agent ◽

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A new criterion to linear consensus protocols over time-varying directed networks

2011 9th IEEE International Conference on Control and Automation (ICCA) ◽

10.1109/icca.2011.6137948 ◽

2011 ◽

Author(s):

Li Cao ◽

Yufan Zheng ◽

Qing Zhou

Keyword(s):

Time Varying ◽

Directed Networks ◽

New Criterion ◽

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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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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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Differentially Private Distributed Online Algorithms Over Time-Varying Directed Networks

IEEE Transactions on Signal and Information Processing over Networks ◽

10.1109/tsipn.2018.2797806 ◽

2018 ◽

Vol 4 (1) ◽

pp. 4-17 ◽

Author(s):

Junlong Zhu ◽

Changqiao Xu ◽

Jianfeng Guan ◽

Dapeng Oliver Wu

Keyword(s):

Online Algorithms ◽

Time Varying ◽

Directed Networks ◽

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Convergence of an accelerated distributed optimisation algorithm over time‐varying directed networks

IET Control Theory and Applications ◽

10.1049/cth2.12022 ◽

2020 ◽

Vol 15 (1) ◽

pp. 24-39

Author(s):

Jinhui Hu ◽

Yu Yan ◽

Huaqing Li ◽

Zheng Wang ◽

Dawen Xia ◽

...

Keyword(s):

Time Varying ◽

Directed Networks ◽

Optimisation Algorithm ◽

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Quantized Communication-Based Distributed Optimization over Time-Varying Directed Networks

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

10.1007/978-981-15-6109-2_5 ◽

2020 ◽

pp. 85-113

Author(s):

Huaqing Li ◽

Qingguo Lü ◽

Zheng Wang ◽

Xiaofeng Liao ◽

Tingwen Huang

Keyword(s):

Distributed Optimization ◽

Time Varying ◽

Directed Networks ◽

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