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Title: Improving Rate of Convergence via Gain Adaptation in Multi-Agent Distributed ADMM Framework

Journal Article · · IEEE Access
ORCiD logo [1];  [1];  [2]
  1. Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA
  2. Department of System Design Engineering, Keio University, Kanagawa, Japan
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Research Organization:
Univ. of Central Florida, Orlando, FL (United States)
Sponsoring Organization:
USDOE; USDOE Office of Energy Efficiency and Renewable Energy (EERE)
Grant/Contract Number:
EE0006340; EE0007998; EE0009028
OSTI ID:
1811119
Journal Information:
IEEE Access, Journal Name: IEEE Access Vol. 8; ISSN 2169-3536
Publisher:
Institute of Electrical and Electronics EngineersCopyright Statement
Country of Publication:
United States
Language:
English

References (20)

Cooperative control with distributed gain adaptation and connectivity estimation for directed networks: COOPERATIVE CONTROL FOR DIRECTED NETWORKS journal August 2012
On the Douglas—Rachford splitting method and the proximal point algorithm for maximal monotone operators journal April 1992
On non-ergodic convergence rate of Douglas–Rachford alternating direction method of multipliers journal November 2014
On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers journal May 2015
A dual algorithm for the solution of nonlinear variational problems via finite element approximation journal January 1976
Robust state observer and control design using command-to-state mapping journal August 2005
Convex Optimization book January 2004
Alternating Direction Method with Self-Adaptive Penalty Parameters for Monotone Variational Inequalities journal August 2000
Optimal Parameter Selection for the Alternating Direction Method of Multipliers (ADMM): Quadratic Problems journal March 2015
Linear Convergence and Metric Selection for Douglas-Rachford Splitting and ADMM journal February 2017
Convergence Rate of Distributed ADMM Over Networks journal October 2017
Restoration of Poissonian Images Using Alternating Direction Optimization journal December 2010
Distributed Optimal Power Flow Algorithm for Radial Networks, I: Balanced Single Phase Case journal January 2018
On the Linear Convergence of the ADMM in Decentralized Consensus Optimization journal April 2014
Multi-Agent Distributed Optimization via Inexact Consensus ADMM journal January 2015
DLM: Decentralized Linearized Alternating Direction Method of Multipliers journal August 2015
Local Linear Convergence of the Alternating Direction Method of Multipliers on Quadratic or Linear Programs journal January 2013
Consensus-based distributed linear support vector machines
  • Forero, Pedro A.; Cano, Alfonso; Giannakis, Georgios B.
  • Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks - IPSN '10 https://doi.org/10.1145/1791212.1791218
conference January 2010
Accelerated Alternating Direction Method of Multipliers
  • Kadkhodaie, Mojtaba; Christakopoulou, Konstantina; Sanjabi, Maziar
  • Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining https://doi.org/10.1145/2783258.2783400
conference August 2015
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers book January 2011

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97 MATHEMATICS AND COMPUTING
ADMM
Computer Science
Distributed optimization
Engineering
Lyapunov direct method
Telecommunications
gain adaptation
rate of convergence