Distributed optimal resource allocation of second-order multiagent systems
文献类型：期刊论文
| 作者 | Deng, Zhenhua1; Liang, Shu2,3; Yu, Weiyong3 |
| 刊名 | INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL
 |
| 出版日期 | 2018-09-25 |
| 卷号 | 28期号:14页码:4246-4260 |
| 关键词 | distributed optimization multiagent systems resource allocation second-order systems |
| ISSN号 | 1049-8923 |
| DOI | 10.1002/rnc.4233 |
| 英文摘要 | In 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. |
| WOS研究方向 | Automation & Control Systems ; Engineering ; Mathematics |
| 语种 | 英语 |
| WOS记录号 | WOS:000442214100010 |
| 出版者 | WILEY |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/31089]  |
| 专题 | 中国科学院数学与系统科学研究院 |
| 通讯作者 | Deng, Zhenhua |
| 作者单位 | 1.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 |
| 推荐引用方式 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. |
入库方式： OAI收割
来源：数学与系统科学研究院
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