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Target Controllability of Multiplex Networks With Weighted Interlayer Edges

文献类型：期刊论文

作者Ding, Jie4; Zhang, Yaozhong3; Song, Kun2; Li, Guoqi1; Wang, Wei3,5; Liu, Kexin3,5
刊名IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING
出版日期2024
卷号11期号:1页码:313-325
ISSN号2327-4697
关键词Multiplex networks weighted networks target controllability minimum cost max flow
DOI10.1109/TNSE.2023.3296706
通讯作者Wang, Wei(w.wang@buaa.edu.cn)
英文摘要In this work, we focus on the target controllability of multiplex networks with weighted interlayer edges representing the cost for control, which is faced in many real world applications but remains unsolved. The main objective is to locate a minimum number of nodes with external control sources to ensure the controllability of a target subset of the nodes, concurrently guaranteeing the cost for controlling the subset reaches the minimum. To solve this problem, we first convert it into a path cover problem, and then model it as a minimum cost maximum flow problem, which can be solved efficiently using algorithms in graph theory. This method is termed as "Minimum Cost Maximum Flow based Target Path-cover" (MCMFTP). By using MCMFTP, we have studied the effect of the proportion of target nodes, the number of layers, and the distribution of weights on the controllability of multiplex networks. Simulation results indicate that our approach is an effective tool to study how the multi-layer nature of networks affects target controllability in multiplex networks and would provide theoretical and empirical insights into real applications.
资助项目National Key Research and Development Program of China
WOS研究方向Engineering ; Mathematics
语种英语
出版者IEEE COMPUTER SOC
WOS记录号WOS:001139144400102
资助机构National Key Research and Development Program of China
源URL[http://ir.ia.ac.cn/handle/173211/55554]  
专题脑图谱与类脑智能实验室
通讯作者Wang, Wei
作者单位1.Chinese Acad Sci, Inst Automat, Beijing 100080, Peoples R China
2.Huawei Technol Co Ltd, Beijing 100084, Peoples R China
3.Beihang Univ, Sch Automat Sci & Elect Engn, Beijing 100191, Peoples R China
4.Fudan Univ, Sch Informat Sci & Engn, Dept Elect Engn, Shanghai 200433, Peoples R China
5.Zhongguancun Lab, Beijing, Peoples R China
推荐引用方式
GB/T 7714		 Ding, Jie,Zhang, Yaozhong,Song, Kun,et al. Target Controllability of Multiplex Networks With Weighted Interlayer Edges[J]. IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING,2024,11(1):313-325.
APA Ding, Jie,Zhang, Yaozhong,Song, Kun,Li, Guoqi,Wang, Wei,&Liu, Kexin.(2024).Target Controllability of Multiplex Networks With Weighted Interlayer Edges.IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING,11(1),313-325.
MLA Ding, Jie,et al."Target Controllability of Multiplex Networks With Weighted Interlayer Edges".IEEE TRANSACTIONS ON NETWORK SCIENCE AND ENGINEERING 11.1(2024):313-325.

入库方式： OAI收割

来源：自动化研究所

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