DISTRIBUTED ADAPTIVE CONTROL FOR SYNCHRONIZATION IN DIRECTED COMPLEX NETWORKS

doi:10.1137/140970781

CSpace > 系统科学研究所

	DISTRIBUTED ADAPTIVE CONTROL FOR SYNCHRONIZATION IN DIRECTED COMPLEX NETWORKS
	Yu, Wenwu 1,2; Lu, Jinhu3 ; Yu, Xinghuo 2; Chen, Guanrong 4
	2015
发表期刊	SIAM JOURNAL ON CONTROL AND OPTIMIZATION
ISSN	0363-0129
卷号	53 期号:5 页码:2980-3005
摘要	The dynamics of a complex network is generally very complicated due to the self-dynamics of the node and their interactions. Many existing conditions for reaching certain desirable dynamics in a complex network require global information of the network, for example, the spectrum of its Laplacian matrix. A challenging problem is how the network structure affects the network dynamics in a distributed way especially for directed networks, which is still unclear today. This paper investigates the impact of the network structure on a general directed complex network and develops a scheme to change the weights in a local manner to achieve a desired behavior. In particular, network synchronization is investigated, for which some distributed adaptive laws are designed on the coupling weights for reaching synchronization in a directed complex network. It is found that the directed spanning tree structure is helpful while the aggregation and circular structures are harmful for achieving network synchronization. It is also found that the designed adaptive scheme on the weight of an edge in the network depends on the relative states between the terminal node and both of its inner and outer neighboring nodes, which reveals that the local information exchange in the terminal nodes is very important for reaching synchronization in directed complex networks.
关键词	synchronization complex network distributed adaptive control directed spanning path directed spanning tree
DOI	10.1137/140970781
语种	英语
资助项目	National Science Fund for Excellent Young Scholars[61322302] ; 973 Project[2014CB845302] ; National Natural Science Foundation of China[61532020] ; Six Talent Peaks of Jiangsu Province of China[2014-DZXX-004] ; Fundamental Research Funds for the Central Universities of China ; Australian Research Council[DP140100544] ; Hong Kong Research Grants Council under GRF grant[CityU1109/12]
WOS研究方向	Automation & Control Systems ; Mathematics
WOS类目	Automation & Control Systems ; Mathematics, Applied
WOS记录号	WOS:000364455100011
出版者	SIAM PUBLICATIONS
引用统计
文献类型	期刊论文
条目标识符	http://ir.amss.ac.cn/handle/2S8OKBNM/21235
专题	系统科学研究所
通讯作者	Yu, Wenwu
作者单位	1.Southeast Univ, Dept Math, Nanjing 210096, Jiangsu, Peoples R China 2.RMIT Univ, Sch Elect & Comp Engn, Melbourne, Vic 3001, Australia 3.Chinese Acad Sci, Acad Math & Syst Sci, Inst Syst Sci, LSC, Beijing 100190, Peoples R China 4.City Univ Hong Kong, Dept Elect Engn, Hong Kong, Hong Kong, Peoples R China
推荐引用方式 GB/T 7714	Yu, Wenwu,Lu, Jinhu,Yu, Xinghuo,et al. DISTRIBUTED ADAPTIVE CONTROL FOR SYNCHRONIZATION IN DIRECTED COMPLEX NETWORKS[J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION,2015,53(5):2980-3005.
APA	Yu, Wenwu,Lu, Jinhu,Yu, Xinghuo,&Chen, Guanrong.(2015).DISTRIBUTED ADAPTIVE CONTROL FOR SYNCHRONIZATION IN DIRECTED COMPLEX NETWORKS.SIAM JOURNAL ON CONTROL AND OPTIMIZATION,53(5),2980-3005.
MLA	Yu, Wenwu,et al."DISTRIBUTED ADAPTIVE CONTROL FOR SYNCHRONIZATION IN DIRECTED COMPLEX NETWORKS".SIAM JOURNAL ON CONTROL AND OPTIMIZATION 53.5(2015):2980-3005.