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检索条件"主题词=distributed optimization"
2908 条 记 录,以下是101-110 订阅
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distributed optimization without boundedness of gradients for second-order multi-agent systems over unbalanced network
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INFORMATION SCIENCES 2021年 565卷 177-195页
作者: Mo, Lipo Hu, Haokun Yu, Yongguang Ren, Guojian Beijing Technol & Business Univ Sch Math & Stat Beijing 100048 Peoples R China Guizhou Inst Technol Key Lab Power Big Data Guizhou Prov Guiyang 550003 Peoples R China Beijing Jiaotong Univ Dept Math Beijing 10044 Peoples R China
This paper is mainly devoted to the distributed second-order multi-agent optimization problem with unbalanced and directed networks, where the gradient of the private objective functions might be unbounded. To deal wi... 详细信息
来源: 评论
distributed optimization of Uncertain Multiagent Systems With Disturbances and Actuator Faults via Exosystem Observer-Based Output Regulation
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IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS 2023年 第2期70卷 897-909页
作者: Kang, Jian Guo, Ge Yang, Guanghong Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Peoples R China Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China Northeastern Univ Qinhuangdao Sch Control Engn Qinhuangdao 066004 Peoples R China Northeastern Univ Coll Informat Sci & Engn Shenyang 110819 Peoples R China Northeastern Univ State Key Lab Synthet Automat Proc Ind Shenyang 110819 Peoples R China
This paper investigates a distributed optimization problem for heterogeneous linear multi-agent systems with uncertain parameters and external disturbances. For each agent, the optimal solution of the global objective... 详细信息
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distributed optimization Method for Spacecraft Attitude Control and Vibration Suppression
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JOURNAL OF GUIDANCE CONTROL AND DYNAMICS 2023年 第4期46卷 752-760页
作者: Hu, Yabo Bernelli-Zazzera, Franco Geng, Yunhai Harbin Inst Technol Res Ctr Satellite Technol Harbin 150001 Peoples R China Polytech Univ Milan Dept Aerosp Sci & Technol I-20156 Milan Italy
来源: 评论
distributed optimization, Averaging via ADMM, and Network Topology
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PROCEEDINGS OF THE IEEE 2020年 第11期108卷 1939-1952页
作者: Franca, Guilherme Bento, Jose Johns Hopkins Univ Math Inst Data Sci Baltimore MD 21218 USA Boston Coll Dept Comp Sci Boston MA 02467 USA
There has been an increasing necessity for scalable optimization methods, especially due to the explosion in the size of data sets and model complexity in modern machine learning applications. Scalable solvers often d... 详细信息
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distributed optimization Over Time-Varying Graphs With Imperfect Sharing of Information
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IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2023年 第7期68卷 4420-4427页
作者: Reisizadeh, Hadi Touri, Behrouz Mohajer, Soheil Univ Minnesota Minneapolis MN 55455 USA Univ Calif San Diego La Jolla 92093 CA USA
We study strongly convex distributed optimization problems where a set of agents are interested in solving a separable optimization problem collaboratively. In this article, we propose and study a two-time-scale decen... 详细信息
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distributed optimization Design for Computation of Algebraic Riccati Inequalities
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IEEE TRANSACTIONS ON CYBERNETICS 2022年 第3期52卷 1924-1935页
作者: Zeng, Xianlin Chen, Jie Hong, Yiguang Beijing Inst Technol Sch Automat Key Lab Intelligent Control & Decis Complex Syst Beijing 100081 Peoples R China Beijing Inst Technol Minist Educ Key Lab Biomimet Robots & Syst Beijing Adv Innovat Ctr Intelligent Robots & Syst Beijing 100081 Peoples R China Tongji Univ Shanghai Res Inst Intelligent Autonomous Syst Dept Control Sci & Engn Shanghai 200092 Peoples R China Chinese Acad Sci Acad Math & Syst Sci Key Lab Syst & Control Beijing 100190 Peoples R China Univ Chinese Acad Sci Sch Math Sci Beijing 100190 Peoples R China
This article proposes a distributed optimization design to compute continuous-time algebraic Riccati inequalities (ARIs), where the information of matrices is distributed among agents. We propose a design procedure to... 详细信息
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distributed optimization With Improved Dynamic Performance for Multiagent Systems
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IEEE ACCESS 2022年 10卷 78002-78010页
作者: Liaqat, Ifrah Tahir, Muhammad Fayyaz, Ubaid Ullah Univ Engn & Technol Dept Elect Engn Lahore 54890 Pakistan
Dynamic coverage is one of the fundamental problems in multi-agent systems (MASs), and is related to optimal placement of nodes to observe a physical space. In a typical coverage problem, a set of targets are required... 详细信息
来源: 评论
distributed optimization of Multiagent Systems With Preserved Network Connectivity
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IEEE TRANSACTIONS ON CYBERNETICS 2019年 第11期49卷 3980-3990页
作者: Ning, Boda Han, Qing-Long Zuo, Zongyu Swinburne Univ Technol Sch Software & Elect Engn Melbourne Vic 3122 Australia Beihang Univ Seventh Res Div Beijing 100191 Peoples R China
This paper deals with the problem of distributed optimization of a multiagent system with network connectivity preservation. In order to realize cooperative interactions, a connected network is the prerequisite for hi... 详细信息
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distributed optimization algorithm for multi-agent optimization problems using consensus control
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JOURNAL OF ADVANCED MECHANICAL DESIGN SYSTEMS AND MANUFACTURING 2024年 第5期18卷
作者: Nishi, Tatsushi Debuchi, Naoto Liu, Ziang Okayama Univ Sch Nat Sci & Technol 3-1-1 Tsushima-naka Kita-ku Okayama Okayama 7008530 Japan
The distributed optimization algorithms using consensus control are proposed for solving multi-agent optimization problems. The multi-agent optimization problem has discrete and continuous decision variables to minimi... 详细信息
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distributed optimization for Linear Multiagent Systems: Edge- and Node-Based Adaptive Designs
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IEEE TRANSACTIONS ON AUTOMATIC CONTROL 2017年 第7期62卷 3602-3609页
作者: Zhao, Yu Liu, Yongfang Wen, Guanghui Chen, Guanrong Northwestern Polytech Univ Sch Automat Xian 710129 Peoples R China Southeast Univ Dept Math Nanjing 210096 Jiangsu Peoples R China City Univ Hong Kong Dept Elect Engn Kowloon Hong Kong Peoples R China
This paper studies the distributed optimization problem for continuous-time multiagent systems with general linear dynamics. The objective is to cooperatively optimize a team performance function formed by a sum of co... 详细信息
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