Epidemics spreading in interconnected complex networks

We study epidemic spreading in two interconnected complex networks. It is found that in our model the epidemic threshold of the interconnected network is always lower than that in any of the two component networks. Detailed theoretical analysis is proposed which allows quick and accurate calculation...

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Main Authors: Wang, Y., Xiao, G.
其他作者: School of Electrical and Electronic Engineering
格式: Article
語言:English
出版: 2013
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在線閱讀:https://hdl.handle.net/10356/101653
http://hdl.handle.net/10220/16779
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spelling sg-ntu-dr.10356-1016532020-03-07T14:00:34Z Epidemics spreading in interconnected complex networks Wang, Y. Xiao, G. School of Electrical and Electronic Engineering DRNTU::Engineering::Electrical and electronic engineering We study epidemic spreading in two interconnected complex networks. It is found that in our model the epidemic threshold of the interconnected network is always lower than that in any of the two component networks. Detailed theoretical analysis is proposed which allows quick and accurate calculations of epidemic threshold and average outbreak/epidemic size. Theoretical analysis and simulation results show that, generally speaking, the epidemic size is not significantly affected by the inter-network correlation. In interdependent networks which can be viewed as a special case of interconnected networks, however, impacts of inter-network correlation on the epidemic threshold and outbreak size are more significant. 2013-10-24T07:07:19Z 2019-12-06T20:42:16Z 2013-10-24T07:07:19Z 2019-12-06T20:42:16Z 2012 2012 Journal Article Wang, Y., & Xiao, G. (2012). Epidemics spreading in interconnected complex networks. Physics letters A, 376(42-43), 2689-2696. 0375-9601 https://hdl.handle.net/10356/101653 http://hdl.handle.net/10220/16779 10.1016/j.physleta.2012.07.037 en Physics letters A
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic DRNTU::Engineering::Electrical and electronic engineering
spellingShingle DRNTU::Engineering::Electrical and electronic engineering
Wang, Y.
Xiao, G.
Epidemics spreading in interconnected complex networks
description We study epidemic spreading in two interconnected complex networks. It is found that in our model the epidemic threshold of the interconnected network is always lower than that in any of the two component networks. Detailed theoretical analysis is proposed which allows quick and accurate calculations of epidemic threshold and average outbreak/epidemic size. Theoretical analysis and simulation results show that, generally speaking, the epidemic size is not significantly affected by the inter-network correlation. In interdependent networks which can be viewed as a special case of interconnected networks, however, impacts of inter-network correlation on the epidemic threshold and outbreak size are more significant.
author2 School of Electrical and Electronic Engineering
author_facet School of Electrical and Electronic Engineering
Wang, Y.
Xiao, G.
format Article
author Wang, Y.
Xiao, G.
author_sort Wang, Y.
title Epidemics spreading in interconnected complex networks
title_short Epidemics spreading in interconnected complex networks
title_full Epidemics spreading in interconnected complex networks
title_fullStr Epidemics spreading in interconnected complex networks
title_full_unstemmed Epidemics spreading in interconnected complex networks
title_sort epidemics spreading in interconnected complex networks
publishDate 2013
url https://hdl.handle.net/10356/101653
http://hdl.handle.net/10220/16779
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