Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation
文献类型：期刊论文
| 作者 | Liang, Shu1; Zeng, Xianlin2; Hong, Yiguang3
|
| 刊名 | AUTOMATICA
 |
| 出版日期 | 2018-09-01 |
| 卷号 | 95页码:222-228 |
| 关键词 | Distributed optimization Resource allocation Sub-optimality Weight-balanced graph Singular perturbation |
| ISSN号 | 0005-1098 |
| DOI | 10.1016/j.automatica.2018.05.013 |
| 英文摘要 | In this paper, we consider distributed optimization design for resource allocation problems over weight balanced graphs. With the help of singular perturbation analysis, we propose a simple sub-optimal continuous-time optimization algorithm. Moreover, we prove the existence and uniqueness of the algorithm equilibrium, and then show the convergence with an exponential rate. Finally, we verify the sub-optimality of the algorithm, which can approach the optimal solution as an adjustable parameter tends to zero. (C) 2018 Elsevier Ltd. All rights reserved. |
| 资助项目 | National Key Research and Development Program of China[2016YFB0901902] ; NSFC[61733018] ; NSFC[61333001] ; NSFC[61573344] ; NSFC[61603378] ; Fundamental Research Funds for the China Central Universities of USTB[FRF-TP-17-088A1] |
| WOS研究方向 | Automation & Control Systems ; Engineering |
| 语种 | 英语 |
| WOS记录号 | WOS:000441853900024 |
| 出版者 | PERGAMON-ELSEVIER SCIENCE LTD |
| 源URL | [http://ir.amss.ac.cn/handle/2S8OKBNM/31119]  |
| 专题 | 系统科学研究所 |
| 通讯作者 | Hong, Yiguang |
| 作者单位 | 1.Univ Sci & Technol Beijing, Key Lab Knowledge Automat Ind Proc, Minist Educ, Sch Automat & Elect Engn, Beijing 100083, Peoples R China 2.Beijing Inst Technol, Sch Automat, Beijing 100081, Peoples R China 3.Chinese Acad Sci, Key Lab Syst & Control, Acad Math & Syst Sci, Beijing 100190, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liang, Shu,Zeng, Xianlin,Hong, Yiguang. Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation[J]. AUTOMATICA,2018,95:222-228. |
| APA | Liang, Shu,Zeng, Xianlin,&Hong, Yiguang.(2018).Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation.AUTOMATICA,95,222-228. |
| MLA | Liang, Shu,et al."Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation".AUTOMATICA 95(2018):222-228. |
入库方式： OAI收割
来源：数学与系统科学研究院
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