Topology Prediction and Structural Controllability Analysis of Complex Networks Without Connection Information
文献类型：期刊论文
| 作者 | Yang, Dongsheng1; Sun, Yunhe1; Wei, Qinglai2,3 ; Zhang, Huaguang1; Li, Ting4
|
| 刊名 | IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS
 |
| 出版日期 | 2021-12-08 |
| 页码 | 13 |
| ISSN号 | 2168-2216 |
| 关键词 | Controllability Topology Complex networks Sun Pattern matching Couplings Web sites Complex networks structural controllability topology prediction |
| DOI | 10.1109/TSMC.2021.3131490 |
| 通讯作者 | Sun, Yunhe(sunyunhede@163.com) |
| 英文摘要 | In this article, we consider complex networks without connection information. The absence of global structure induces a great obstacle in the structural controllability analysis of these networks. Thus, a topology predicting method based on the connection probability matrix is proposed to provide a global structure for structural controllability analysis in this article. Furthermore, the modified principles of predicting global network topologies are established to acquire a more accurate global connection relationship. Eventually, the drive node set of these networks is determined by predicting global topologies. The accuracy of the proposed topology predicting method is verified by numerical simulations in the context of artificial networks and real networks. The results reveal that the global topology and structural controllability of complex networks with large scale and high edge density could be accurately predicted by utilizing the proposed method. |
| WOS关键词 | CRITICAL NODES IDENTIFICATION ; DESIGN ; LINKS |
| 资助项目 | National Natural Science Foundation of China[61433004] ; National Natural Science Foundation of China[61722312] ; Fundamental Research Funds for the Central Universities[N160402003] ; State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources[LAPS17013] |
| WOS研究方向 | Automation & Control Systems ; Computer Science |
| 语种 | 英语 |
| 出版者 | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC |
| WOS记录号 | WOS:000732894700001 |
| 资助机构 | National Natural Science Foundation of China ; Fundamental Research Funds for the Central Universities ; State Key Laboratory of Alternate Electrical Power System with Renewable Energy Sources |
| 源URL | [http://ir.ia.ac.cn/handle/173211/47016]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_智能化团队 |
| 通讯作者 | Sun, Yunhe |
| 作者单位 | 1.Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110819, Peoples R China 2.Chinese Acad Sci, Inst Automat, Beijing 100190, Peoples R China 3.Chinese Acad Sci, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 4.Beijing Inst Graph Commun, Coll Mech & Elect Engn, Beijing 102600, Peoples R China |
| 推荐引用方式 GB/T 7714 | Yang, Dongsheng,Sun, Yunhe,Wei, Qinglai,et al. Topology Prediction and Structural Controllability Analysis of Complex Networks Without Connection Information[J]. IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,2021:13. |
| APA | Yang, Dongsheng,Sun, Yunhe,Wei, Qinglai,Zhang, Huaguang,&Li, Ting.(2021).Topology Prediction and Structural Controllability Analysis of Complex Networks Without Connection Information.IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS,13. |
| MLA | Yang, Dongsheng,et al."Topology Prediction and Structural Controllability Analysis of Complex Networks Without Connection Information".IEEE TRANSACTIONS ON SYSTEMS MAN CYBERNETICS-SYSTEMS (2021):13. |
入库方式： OAI收割
来源：自动化研究所
浏览0
下载0
收藏0
其他版本
除非特别说明，本系统中所有内容都受版权保护，并保留所有权利。