Distributed convex optimization with a row-stochastic matrix over directed graphs

2017 International Workshop on Complex Systems and Networks (IWCSN) ◽

10.1109/iwcsn.2017.8276535 ◽

2017 ◽

Author(s):

Yanan Zhang ◽

Qingguo Lu ◽

Huaqing Li ◽

Hao Zhang

Keyword(s):

Convex Optimization ◽

Directed Graphs ◽

Stochastic Matrix ◽

Distributed Convex Optimization

Download Full-text

An adaptive online learning algorithm for distributed convex optimization with coupled constraints over unbalanced directed graphs

Journal of the Franklin Institute ◽

10.1016/j.jfranklin.2019.06.026 ◽

2019 ◽

Vol 356 (13) ◽

pp. 7548-7570 ◽

Author(s):

Chuanye Gu ◽

Jueyou Li ◽

Zhiyou Wu

Keyword(s):

Online Learning ◽

Convex Optimization ◽

Learning Algorithm ◽

Directed Graphs ◽

Coupled Constraints ◽

Distributed Convex Optimization ◽

Online Learning Algorithm ◽

Adaptive Online Learning

Download Full-text

Saddle-point dynamics for distributed convex optimization on general directed graphs

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

10.1109/cdc.2016.7798375 ◽

2016 ◽

Author(s):

Behrouz Touri ◽

Bahman Gharesifard

Keyword(s):

Convex Optimization ◽

Saddle Point ◽

Directed Graphs ◽

Distributed Convex Optimization

Download Full-text

Distributed convex optimization with coupling constraints over time-varying directed graphs†

Journal of Industrial & Management Optimization ◽

10.3934/jimo.2020061 ◽

2017 ◽

Vol 13 (5) ◽

pp. 0-0

Author(s):

Bingru Zhang ◽

◽

Chuanye Gu ◽

Jueyou Li ◽

◽

...

Keyword(s):

Convex Optimization ◽

Directed Graphs ◽

Time Varying ◽

Coupling Constraints ◽

Distributed Convex Optimization ◽

Download Full-text

A Modified Saddle-Point Dynamics for Distributed Convex Optimization on General Directed Graphs

IEEE Transactions on Automatic Control ◽

10.1109/tac.2019.2947184 ◽

2020 ◽

Vol 65 (7) ◽

pp. 3098-3103 ◽

Author(s):

Behrouz Touri ◽

Bahman Gharesifard

Keyword(s):

Convex Optimization ◽

Saddle Point ◽

Directed Graphs ◽

Distributed Convex Optimization

Download Full-text

Distributed discrete-time convex optimization with nonidentical local constraints over time-varying unbalanced directed graphs

10.1016/j.automatica.2021.109899 ◽

2021 ◽

Vol 134 ◽

pp. 109899

Author(s):

Wenwu Yu ◽

Hongzhe Liu ◽

Wei Xing Zheng ◽

Yanan Zhu

Keyword(s):

Convex Optimization ◽

Discrete Time ◽

Directed Graphs ◽

Time Varying ◽

Local Constraints ◽

Download Full-text

A Jacobi Decomposition Algorithm for Distributed Convex Optimization in Distributed Model Predictive Control * *Support by the Alexander von Humboldt Foundation, by EU via ERC-HIGHWIND (259 166), ITN-TEMPO (607 957), and ITN-AWESCO (642 682) and by DFG via the project Numerische Methoden zur optimierungsbasierten Regelung zyklischer Prozesse is gratefully acknowledged.

IFAC-PapersOnLine ◽

10.1016/j.ifacol.2017.08.744 ◽

2017 ◽

Vol 50 (1) ◽

pp. 4905-4911

Author(s):

Minh Dang Doan ◽

Moritz Diehl ◽

Tamas Keviczky ◽

Bart De Schutter

Keyword(s):

Convex Optimization ◽

Model Predictive Control ◽

Predictive Control ◽

Decomposition Algorithm ◽

Distributed Model ◽

Alexander Von Humboldt ◽

Distributed Model Predictive Control ◽

Distributed Convex Optimization

Download Full-text

Continuous-time distributed convex optimization on time-varying directed networks

2015 54th IEEE Conference on Decision and Control (CDC) ◽

10.1109/cdc.2015.7402315 ◽

2015 ◽

Author(s):

Behrouz Touri ◽

Bahman Gharesifard

Keyword(s):

Convex Optimization ◽

Continuous Time ◽

Time Varying ◽

Directed Networks ◽

Distributed Convex Optimization

Download Full-text

Asynchronous Newton-Raphson Consensus for Distributed Convex Optimization*

IFAC Proceedings Volumes ◽

10.3182/20120914-2-us-4030.00027 ◽

2012 ◽

Vol 45 (26) ◽

pp. 133-138 ◽

Author(s):

Filippo Zanella ◽

Damiano Varagnolo ◽

Angelo Cenedese ◽

Gianluigi Pillonetto ◽

Luca Schenato

Keyword(s):

Convex Optimization ◽

Newton Raphson ◽

Distributed Convex Optimization

Download Full-text

Distributed Convex Optimization-Based Control for Distribution Power Loss Minimization of Islanded Three-Phase AC Microgrids

2021 IEEE 12th Energy Conversion Congress & Exposition - Asia (ECCE-Asia) ◽

10.1109/ecce-asia49820.2021.9479325 ◽

2021 ◽

Author(s):

Yajie Jiang ◽

Yun Yang ◽

Siew-Chong Tan ◽

Shu-Yuen Ron Hui

Keyword(s):

Convex Optimization ◽

Loss Minimization ◽

Power Loss Minimization ◽

Three Phase ◽

Distributed Convex Optimization

Download Full-text

Noise-to-state exponentially stable distributed convex optimization on weight-balanced digraphs

52nd IEEE Conference on Decision and Control ◽

10.1109/cdc.2013.6760304 ◽

2013 ◽

Author(s):

David Mateos-Nunez ◽

Jorge Cortes

Keyword(s):

Convex Optimization ◽

Exponentially Stable ◽

Distributed Convex Optimization

Download Full-text