Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation

doi:10.1016/j.automatica.2018.05.013

CSpace > 系统科学研究所

	Distributed sub-optimal resource allocation over weight-balanced graph via singular perturbation
	Liang, Shu 1; Zeng, Xianlin 2; Hong, Yiguang3
	2018-09-01
发表期刊	AUTOMATICA
ISSN	0005-1098
卷号	95 页码:222-228
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.
关键词	Distributed optimization Resource allocation Sub-optimality Weight-balanced graph Singular perturbation
DOI	10.1016/j.automatica.2018.05.013
语种	英语
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
WOS类目	Automation & Control Systems ; Engineering, Electrical & Electronic
WOS记录号	WOS:000441853900024
出版者	PERGAMON-ELSEVIER SCIENCE LTD
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/31120
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.