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An Enhanced Alternating Direction Method of Multipliers-Based Interior Point Method for Linear and Conic Optimization

INFORMS journal on computing
The alternating-direction-method-of-multipliers-based (ADMM-based) interior point method, or ABIP method, is a hybrid algorithm that effectively combines interior point method (IPM) and first-order methods to achieve a performance boost in large-scale ...
Qinwen Deng   +10 more
semanticscholar   +1 more source

Distributed Proximal Alternating Direction Method of Multipliers for Constrained Composite Optimization Over Directed Networks

IEEE Transactions on Signal and Information Processing over Networks
In this article, we investigate a constrained composition optimization problem in a directed communication network. Each agent is equipped with a local objective function composed of both smooth and nonsmooth terms, as well as linear equality constraints.
Jing Yan   +4 more
semanticscholar   +1 more source

Distributed Fast-Tracking Alternating Direction Method of Multipliers (ADMM) Algorithm with Optimal Convergence Rate

2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), 2021
Shreyansh Shethia   +3 more
openaire   +1 more source

Alternating direction method of multipliers for linear hyperspectral unmixing

Mathematical Methods of Operations Research, 2023
Yu-Hong Dai, Fangfang Xu, Liwei Zhang
semanticscholar   +1 more source

An Alternating Direction Method of Multipliers (ADMM) Based Optimal Electric Vehicle Fleets Charging In Active Electric Distribution Network

2022 IEEE Global Conference on Computing, Power and Communication Technologies (GlobConPT), 2022
Ali Ihsan Aygun   +2 more
openaire   +1 more source

Alternating direction method of multipliers for nonconvex log total variation image restoration

Applied Mathematical Modelling, 2023
Guopu Zhu, Zhibin Zhu, Sam Kwong
exaly  

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