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Distributed Algorithm Design for Resource Allocation Problems of Second-Order Multi-Agent Systems

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成果类型:
会议论文
作者:
Chen, Tao;Luo, Jin;Deng, Zhenhua;Zuo, Xiaolon;Zhou, Xuepeng;...
作者机构:
[Zuo, Xiaolon; Zhou, Xuepeng; Deng, Zhenhua; Chen, Tao; Luo, Jin] Cent South Univ, Sch Automat, Changsha 410075, Peoples R China.
[Liu, Yong-min] Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha 410004, Peoples R China.
[Liu, Yong-min] Cent South Univ Forestry & Technol, Res Ctr Smart Forestry Cloud, Changsha 410004, Peoples R China.
语种:
英文
关键词:
Resource allocation;inequality constraints;second-order multi-agent systems;distributed algorithms;cyberphysical systems
期刊:
2022 41ST CHINESE CONTROL CONFERENCE (CCC)
ISSN:
2161-2927
年:
2022
页码:
4538-4542
会议名称:
41st Chinese Control Conference (CCC)
会议论文集名称:
Chinese Control Conference
会议时间:
JUL 25-27, 2022
会议地点:
Hefei, PEOPLES R CHINA
会议主办单位:
[Chen, Tao;Luo, Jin;Deng, Zhenhua;Zuo, Xiaolon;Zhou, Xuepeng] Cent South Univ, Sch Automat, Changsha 410075, Peoples R China.^[Liu, Yong-min] Cent South Univ Forestry & Technol, Coll Comp & Informat Engn, Changsha 410004, Peoples R China.^[Liu, Yong-min] Cent South Univ Forestry & Technol, Res Ctr Smart Forestry Cloud, Changsha 410004, Peoples R China.
主编:
Li, Z Sun, J
出版地:
345 E 47TH ST, NEW YORK, NY 10017 USA
出版者:
IEEE
ISBN:
978-988-75815-3-6
基金类别:
National Natural Science Foundation (NNSF) of China [61803385]; Hunan Provincial Natural Science Foundation of China [2019JJ50754]; Research on the architecture of regional forestry cloud information sharing and cooperative service platform based on multi-mode integrated hybrid cloud [31870532]; Research on network management and flow control large scale system for 5G [2021JJ31163]; Research on the construction of computer general course system for the construction of new engineering [XJK20BGD048]
机构署名:
本校为其他机构
院系归属:
计算机与信息工程学院
摘要:
In this paper, we investigate distributed resource allocation problems of second-order multi-agent systems, where the decisions of agents are subjected to inequality network resource constraints. In contrast to well-known resource allocation problems, the second-order dynamics of agents and the coupling inequality constraints are considered in our problem at the same time. In order to optimally allocate the network resource, a distributed algorithm is developed via state feedback and gradient descent. Moreover, the convergence of the algorithm is analyzed with the help of convex analysis and L...

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