Search Results - "distributed ADMM algorithm"

Analysis of Distributed ADMM Algorithm for Consensus Optimization in Presence of Node Error by Majzoobi, Layla, Lahouti, Farshad, Shah-Mansouri, Vahid

“…Alternating direction method of multipliers (ADMM) is a popular convex optimization algorithm, which can be employed for solving distributed consensus…”
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Continuous-Domain Real-Time Distributed ADMM Algorithm for Aggregator Scheduling and Voltage Stability in Distribution Network by Rahman, Towfiq, Xu, Ying, Qu, Zhihua

“…With an increase in the number of electric vehicles (EVs) and battery storage systems (BSSs), there are major challenges in the distribution grid to maintain a…”
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2D-THA-ADMM: communication efficient distributed ADMM algorithm framework based on two-dimensional torus hierarchical AllReduce by Wang, Guozheng, Lei, Yongmei, Zhang, Zeyu, Peng, Cunlu

“…Model synchronization refers to the communication process involved in large-scale distributed machine learning tasks. As the cluster scales up, the…”
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Continuous-Domain Real-Time Distributed ADMM Algorithm for Aggregator Scheduling and Voltage Stability in Distribution Network by Rahman, Towfiq, Xu, Ying, Qu, Zhihua

“…With an increase in the number of electric vehicles (EVs) and battery storage systems (BSSs), there are major challenges in the distribution grid to maintain a…”
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Online Distributed ADMM Algorithm With RLS-Based Multitask Graph Filter Models by Lai, Yingcheng, Chen, Feng, Feng, Minyu, Kurths, Jurgen

“…This article establishes a multitask graph filter model based on the recursive least square (RLS) method and proposes an online distributed alternating…”
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Analysis of distributed ADMM algorithm for consensus optimisation over lossy networks by Majzoobi, Layla, Shah-Mansouri, Vahid, Lahouti, Farshad

“… algorithm which relies on local computations and communication between neighbours. In this study, the authors analyse the convergence of the distributed ADMM algorithm…”
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Robust Secrecy Energy Efficiency Optimization for Wireless Powered Heterogeneous Networks Using Distributed ADMM Algorithm by Zhang, Bo, Li, Bin, Huang, Kaizhi, Zhong, Zhou, Zhang, Lijian, Fei, Zesong

“…Under the case of imperfect channel state information (CSI), this paper investigates the robust secrecy energy efficiency (SEE) optimization for the…”
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Analysis of distributed ADMM algorithm for consensus optimization in presence of error by Majzoobi, Layla, Lahouti, Farshad

“…ADMM is a popular algorithm for solving convex optimization problems. Applying this algorithm to distributed consensus optimization problem results in a fully…”
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Node cooperation for workload offloading in a fog computing network via multi-objective optimization by Vakilian, Shakoor, Fanian, Ali, Falsafain, Hossein, Gulliver, T. Aaron

“…The number of devices connected to the internet is increasing at a tremendous rate. Connecting intelligent devices has created a new paradigm called the…”
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Optimization of Distributed ADMM Algorithm Based on Minimum Network Latency by Zeng, Shuai, Wang, Shuangsheng, Zhang, Yi

“…In order to solve the problem that the running speed of distributed ADMM algorithm is limited by the nodes with large network latency, a master node selection policy is proposed, which is based…”
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An Asynchronous Distributed ADMM Algorithm and Efficient Communication Model by Fang, Ling, Lei, Yongmei

“…In this paper, we present a hierarchical butterfly communication model, which is applied to an asynchronous distributed ADMM algorithm…”
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Network-Aware Asynchronous Distributed ADMM Algorithm for Peer-to-Peer Energy Trading by Yang, Zeyu, Wang, Hao

“…The increasing uptake of distributed energy resources (DERs) in smart home prosumers calls for distributed energy management strategies, and the advances in…”
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A Distributed ADMM Algorithm for Economic Load Dispatch Considering Demand Response by Wan, Yanni, Li, Man

“… The distributed ADMM algorithm maximizes the social welfare and guarantees the instantaneous power balance…”
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Analysis of Distributed ADMM Algorithm for Consensus Optimization in Presence of Node Error by Majzoobi, Layla, Lahouti, Farshad, Shah-Mansouri, Vahid

“…Alternating Direction Method of Multipliers (ADMM) is a popular convex optimization algorithm, which can be employed for solving distributed consensus…”
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A Block-wise, Asynchronous and Distributed ADMM Algorithm for General Form Consensus Optimization by Zhu, Rui, Niu, Di, Li, Zongpeng

“… the updates from different workers. In this paper, we present a novel block-wise, asynchronous and distributed ADMM algorithm, which allows different blocks of model parameters to be updated in parallel…”
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S-ADMM: Optimizing Machine Learning on Imbalanced Datasets Based on ADMM by Shen, Yixiang, Lei, Yongmei, Qiu, Qinnan

“…Nowadays, addressing large-scale machine learning problems using high-performance computing (HPC) clusters has gained significant importance. The alternating…”
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Analysis of Distributed ADMM Algorithm for Consensus Optimization in Presence of Error by Majzoobi, Layla, Lahouti, Farshad

“…ADMM is a popular algorithm for solving convex optimization problems. Applying this algorithm to distributed consensus optimization problem results in a fully…”
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Distributed ADMM Based on Sparse Computation and Allreduce Communication by Zhang, Zeyu, Lei, Yongmei, Wang, Dongxia, Wang, Guozheng

“…The distributed alternating direction method of mul-tipliers (ADMM) is an effective algorithm to solve large-scale op-timization problems. However, there are…”
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An efficient hybrid MPI/OpenMP parallelization of the asynchronous ADMM algorithm by Qiu, Qinnan, Lei, Yongmei, Wang, Dongxia, Wang, Guozheng

“…Alternating direction method of multipliers (ADMM) is an efficient algorithm to solve large-scale machine learning problems in a distributed environment. To…”
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A distributed parallel optimization algorithm via alternating direction method of multipliers by Liu, Ziye, Guo, Fanghong, Wang, Wei, Wu, Xiaoqun

“… This paper proposes a novel distributed ADMM algorithm to solve the distributed optimisation problems consisting of convex cost functions under an undirected connected graph…”
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