CSpace
Distributed optimal resource allocation of second-order multiagent systems
Deng, Zhenhua1; Liang, Shu2,3; Yu, Weiyong3
2018-09-25
Source PublicationINTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
ISSN1049-8923
Volume28Issue:14Pages:4246-4260
AbstractIn this paper, the resource allocation problems of multiagent systems are investigated. Different from the well-studied resource allocation problems, the dynamics of agents are taken into account in our problem, which results that the problem could not be solved by most of existing resource allocation algorithms. Here, the agents are in the form of second-order dynamics, which causes the difficulties in designing and analyzing distributed resource allocation algorithms. Based on gradient descent and state feedback, two distributed resource allocation algorithms are proposed to achieve the optimal allocation, and their convergence are analyzed by constructing suitable Lyapunov functions. One of the two algorithms can ensure that the decisions of all agents asymptotically converge to the exact optimal solution, and the other algorithm achieves the exponential convergence. Finally, numerical examples about the economic dispatch problems of power grids are given to verify the effectiveness of the obtained results.
Keyworddistributed optimization multiagent systems resource allocation second-order systems
DOI10.1002/rnc.4233
Language英语
WOS Research AreaAutomation & Control Systems ; Engineering ; Mathematics
WOS SubjectAutomation & Control Systems ; Engineering, Electrical & Electronic ; Mathematics, Applied
WOS IDWOS:000442214100010
PublisherWILEY
Citation statistics
Document Type期刊论文
Identifierhttp://ir.amss.ac.cn/handle/2S8OKBNM/31090
Collection中国科学院数学与系统科学研究院
Affiliation1.Cent S Univ, Sch Informat Sci & Engn, Room 117,Dianzi Bldg,Railway Campus, Changsha 410075, Hunan, Peoples R China
2.Univ Sci & Technol Beijing, Sch Automat & Elect Engn, Minist Educ, Key Lab Knowledge Automat Ind Proc, Beijing, Peoples R China
3.Chinese Acad Sci, Acad Math & Syst Sci, Key Lab Syst & Control, Beijing, Peoples R China
Recommended Citation
GB/T 7714
Deng, Zhenhua,Liang, Shu,Yu, Weiyong. Distributed optimal resource allocation of second-order multiagent systems[J]. INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL,2018,28(14):4246-4260.
APA Deng, Zhenhua,Liang, Shu,&Yu, Weiyong.(2018).Distributed optimal resource allocation of second-order multiagent systems.INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL,28(14),4246-4260.
MLA Deng, Zhenhua,et al."Distributed optimal resource allocation of second-order multiagent systems".INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL 28.14(2018):4246-4260.
Files in This Item:
There are no files associated with this item.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Deng, Zhenhua]'s Articles
[Liang, Shu]'s Articles
[Yu, Weiyong]'s Articles
Baidu academic
Similar articles in Baidu academic
[Deng, Zhenhua]'s Articles
[Liang, Shu]'s Articles
[Yu, Weiyong]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Deng, Zhenhua]'s Articles
[Liang, Shu]'s Articles
[Yu, Weiyong]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.