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Target observation of complex networks

本站小编 Free考研/2020-04-17

文献详情
Target observation of complex networks
文献类型:期刊
通讯作者:Sun, YF (reprint author), Renmin Univ China, Sch Stat, Zhong Guan Cun St 59, Beijing 100872, Peoples R China.
期刊名称:PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS影响因子和分区
年:2019
卷:517
页码:233-245
ISSN:0378-4371
关键词:Target observation; Dominating set; Belief-propagation; Local algorithms
所属部门:统计学院
摘要:How to observe the state of a network from a limited number of measurements has become an important issue in complex networks, engineering, communication, epidemiology, etc. Under some scenarios, it is either unfeasible or unnecessary to observe the entire network. Therefore, we investigate the target observation of a network in this paper. We propose a target minimal dominating set problem corresponding to target observation, which is a natural generalization of classical minimal dominating set ...More
How to observe the state of a network from a limited number of measurements has become an important issue in complex networks, engineering, communication, epidemiology, etc. Under some scenarios, it is either unfeasible or unnecessary to observe the entire network. Therefore, we investigate the target observation of a network in this paper. We propose a target minimal dominating set problem corresponding to target observation, which is a natural generalization of classical minimal dominating set problem. Three algorithms are proposed to approximate the minimum set of occupied nodes sufficient for target observation. Extensive numerical results on computer-generated random networks and real-world networks demonstrate that the proposed algorithms offer superior performance in identification of a target minimal dominating set. (C) 2018 Elsevier B.V. All rights reserved. ...Hide

DOI:10.1016/j.physa.2018.11.015
百度学术:Target observation of complex networks
语言:外文
基金:National Natural Science Foundation of ChinaNational Natural Science Foundation of China [11605288]; Fund for building world class universities (disciplines) of Renmin University of China
作者其他论文



Intercity migration behavior of Chinese graduates: from home region to work destination.Sun, Yi-Fan, Pan, Kun-Feng, He, Zhang-Li,.ANNALS OF REGIONAL SCIENCE. 2020, 64(1), 111-132.
Serving by local consensus in the public service location game.Sun, Yi-Fan;Zhou, Hai-Jun.SCIENTIFIC REPORTS.2016,6.

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