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题名:
a dynamic network robustness evaluation method in cyberspace based on perron-frobenius eigenvalue
作者: Wang Yin ; Huang ZhiYu
会议文集: Proceedings - 2010 International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2010
会议名称: 2nd International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2010
会议日期: 40826
出版日期: 2010
会议地点: Huangshan, China
关键词: Computers ; Distributed computer systems ; Eigenvalues and eigenfunctions
出版地: United States
收录类别: ei
ISBN: 9780770000000
部门归属: (1) Tsinghua University, Beijing, China; (2) Institute of Software, Chinese Academy of Sciences, Beijing, China
英文摘要: Cyberspace has become a promising research topic in recent years. One of the key problems to be solved is to evaluate the robustness of the networked nodes, that is, how the network enhance the system performance and how to measure the contribution quantitatively, which plays a crucial role in both network plan and security sectors. In this article, we proposed two methods to measure network robustness called A-PFE and W-PFE based on Perron-Frobenius theorem. Simulations have shown that the proposed W-PFE method can effectively reflect the dynamic network robustness when the network changes. Moreover, it has the further advantage of simple calculation and clear physical concept characteristics, comparing with traditional methods such as exploratory data analysis. © 2010 IEEE.
语种: 英语
内容类型: 会议论文
URI标识: http://ir.iscas.ac.cn/handle/311060/8590
Appears in Collections:中科院软件所图书馆_2010软件所会议论文

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Recommended Citation:
Wang Yin,Huang ZhiYu. a dynamic network robustness evaluation method in cyberspace based on perron-frobenius eigenvalue[C]. 见:2nd International Conference on Cyber-Enabled Distributed Computing and Knowledge Discovery, CyberC 2010. Huangshan, China. 40826.
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