Distributed convex optimization based on ADMM and belief propagation methods

[1]  Dusan Jakovetic,et al.  A Unification and Generalization of Exact Distributed First-Order Methods , 2017, IEEE Transactions on Signal and Information Processing over Networks.

[2]  Xin Chen,et al.  Finite‐Time Consensus Problem for Second‐Order Multi‐Agent Systems Under Switching Topologies , 2017 .

[3]  Qing Ling,et al.  On the Linear Convergence of the ADMM in Decentralized Consensus Optimization , 2013, IEEE Transactions on Signal Processing.

[4]  Asuman E. Ozdaglar,et al.  Distributed Subgradient Methods for Multi-Agent Optimization , 2009, IEEE Transactions on Automatic Control.

[5]  Ji Liu,et al.  Exponential convergence of a distributed algorithm for solving linear algebraic equations , 2017, Autom..

[6]  H. Vincent Poor,et al.  A Collaborative Training Algorithm for Distributed Learning , 2009, IEEE Transactions on Information Theory.

[7]  Jiang-Wen Xiao,et al.  Distributed Three‐Dimensional Formation Containment Control of Multiple Unmanned Aerial Vehicle Systems , 2017 .

[8]  Hamid Reza Karimi,et al.  SPECIAL ISSUE ON ‘SMC based observation, identification, uncertainties compensation and fault detection’ , 2019, Asian Journal of Control.

[9]  N. Elia,et al.  A Distributed Algorithm for Solving Linear Algebraic Equations Over Random Networks , 2018, 2018 IEEE Conference on Decision and Control (CDC).

[10]  Qing Ling,et al.  EXTRA: An Exact First-Order Algorithm for Decentralized Consensus Optimization , 2014, 1404.6264.

[11]  Xin-Ping Guan,et al.  Distributed optimal consensus filter for target tracking in heterogeneous sensor networks , 2011, 2011 8th Asian Control Conference (ASCC).

[12]  Na Li,et al.  Harnessing Smoothness to Accelerate Distributed Optimization , 2016, IEEE Transactions on Control of Network Systems.

[13]  José M. F. Moura,et al.  Linear Convergence Rate of a Class of Distributed Augmented Lagrangian Algorithms , 2013, IEEE Transactions on Automatic Control.

[14]  Usman A. Khan,et al.  Distributed Heavy-Ball: A Generalization and Acceleration of First-Order Methods With Gradient Tracking , 2018, IEEE Transactions on Automatic Control.

[15]  Changyin Sun,et al.  Fixed‐Time Consensus of Multi‐Agent Systems with Directed and Intermittent Communications , 2017 .

[16]  José M. F. Moura,et al.  Fast Distributed Gradient Methods , 2011, IEEE Transactions on Automatic Control.

[17]  Na Li,et al.  Accelerated distributed Nesterov Gradient Descent for convex and smooth functions , 2017, 2017 IEEE 56th Annual Conference on Decision and Control (CDC).

[18]  Aryan Mokhtari,et al.  Network Newton Distributed Optimization Methods , 2017, IEEE Transactions on Signal Processing.

[19]  Xiangfeng Wang,et al.  Multi-Agent Distributed Optimization via Inexact Consensus ADMM , 2014, IEEE Transactions on Signal Processing.

[20]  Shaoshuai Mou,et al.  A distributed algorithm for solving a linear algebraic equation , 2015, 2013 51st Annual Allerton Conference on Communication, Control, and Computing (Allerton).

[21]  Tsung-Hui Chang,et al.  A Proximal Dual Consensus ADMM Method for Multi-Agent Constrained Optimization , 2014, IEEE Transactions on Signal Processing.

[22]  Jiong Jin,et al.  Distributed Fixed‐Time Coordinated Tracking for Nonlinear Multi‐Agent Systems Under Directed Graphs , 2018 .