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检索条件"主题词=Distributed Optimization Algorithms"
8 条 记 录,以下是1-10 订阅
PIM-Opt: Demystifying distributed optimization algorithms on a Real-World Processing-In-Memory System  24
PIM-Opt: Demystifying Distributed Optimization Algorithms on...
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International Conference on Parallel Architectures and Compilation Techniques (PACT)
作者: Rhyner, Steve Luo, Haocong Gomez-Luna, Juan Sadrosadati, Mohammad Jiang, Jiawei Olgun, Ataberk Gupta, Harshita Zhang, Ce Mutlu, Onur Swiss Fed Inst Technol Zurich Switzerland NVIDIA Zurich Switzerland Wuhan Univ Wuhan Peoples R China Univ Chicago Chicago IL USA
Modern Machine Learning (ML) training on large-scale datasets is a very time-consuming workload. It relies on the optimization algorithm Stochastic Gradient Descent (SGD) due to its effectiveness, simplicity, and gene... 详细信息
来源: 评论
Integrating Model Predictive Control With Federated Reinforcement Learning for Decentralized Energy Management of Fuel Cell Vehicles
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IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS 2023年 第12期24卷 13639-13653页
作者: Khalatbarisoltani, Arash Boulon, Loic Hu, Xiaosong Chongqing Univ Dept Mech & Vehicle Engn Chongqing 400044 Peoples R China Univ Quebec Trois Rivieres Hydrogen Res Inst Dept Elect & Comp Engn Trois Rivieres PQ G8Z 4M3 Canada
The optimization-based energy management strategy (EMS) enables expertise to improve the performance of fuel cell vehicles (FCVs). Ongoing efforts are mostly focused on optimizing a centralized EMS using a variety of ... 详细信息
来源: 评论
distributed ADMM for Time-Varying Communication Networks  96
Distributed ADMM for Time-Varying Communication Networks
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IEEE 96th Vehicular Technology Conference (VTC-Fall)
作者: Tian, Zhuojun Zhang, Zhaoyang Jin, Richeng Zhejiang Univ Coll Informat Sci & Elect Engn Hangzhou Peoples R China Zhejiang Prov Key Lab Info Proc Commun & Netw IPC Hangzhou Peoples R China
The distributed alternating direction method of multipliers (ADMM) is an efficient distributed optimization algorithm, which however shows poor convergence in time-varying network topologies. To solve the challenge, w... 详细信息
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A Method for Optimized Deployment of Unmanned Aerial Vehicles for Maximum Coverage and Minimum Interference in Cellular Networks
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IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS 2019年 第5期15卷 2638-2647页
作者: Huang, Hailong Savkin, Andrey, V Univ New South Wales Sch Elect Engn & Telecommun Sydney NSW 2052 Australia
We focus on the problem of deploying unmanned aerial vehicles to service mobile users in a cellular network, with the aim of maximizing coverage and reducing interference effects. An optimization model that is distrib... 详细信息
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Distribution strategies for very large 3D image deconvolution algorithms
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SIGNAL PROCESSING-IMAGE COMMUNICATION 2018年 67卷 149-160页
作者: Meillier, Celine Ammanouil, Rita Ferrari, Andre Bianchi, Pascal Lab Traitement & Commun Informat 46 Rue Barrault F-75013 Paris France Observ Cote Azur Lab Lagrange Blvd Observ CS 34229 F-06304 Nice 4 France Univ Strasbourg ICube CNRS UMR 7357 300 Blvd Sebastien BrantCS 10413 F-67412 Illkirch Graffenstaden France
This paper proposes three different distribution strategies for very large 3D image deconvolution algorithms. The deconvolution problem is generic and tailored for spatio-spectral 3D image reconstruction. The three pr... 详细信息
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A Centrality-Based Security Game for Multihop Networks
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IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS 2018年 第4期5卷 1507-1516页
作者: Riehl, James R. Cao, Ming Univ Groningen ENTEG Fac Sci & Engn NL-9712 CP Groningen Netherlands
We formulate a network security problem as a zero-sum game between an attacker who tries to disrupt a network by disabling one or more nodes, and the nodes of the network who must allocate limited resources to defend ... 详细信息
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distributed resource allocation optimization with discrete-time communication and application to economic dispatch in power systems  13
Distributed resource allocation optimization with discrete-t...
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13th IEEE Conference on Automation Science and Engineering (IEEE CASE)
作者: Yu, Weiyong Deng, Zhenhua Zhou, Hongbing Hong, Yiguang Chinese Acad Sci Key Lab Syst & Control Inst Syst Sci Beijing 100190 Peoples R China
In this paper, the problem of distributed resource allocation optimization is investigated for continuous-time multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is propos... 详细信息
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distributed resource allocation optimization with discrete-time communication and application to economic dispatch in power systems
Distributed resource allocation optimization with discrete-t...
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IEEE International Conference on Automation Science and Engineering
作者: Weiyong Yu Zhenhua Deng Hongbing Zhou Yiguang Hong Key Laboratory of Systems and Control Chinese Academy of Sciences Beijing China
In this paper, the problem of distributed resource allocation optimization is investigated for continuoustime multi-agent systems with discrete-time communication. A gradient-based continuous-time algorithm is propose... 详细信息
来源: 评论