Control of epidemic spreading on complex networks by local traffic dynamics

被引:53
|
作者
Yang, Han-Xin [1 ,2 ]
Wang, Wen-Xu [3 ]
Lai, Ying-Cheng [3 ]
Xie, Yan-Bo [2 ]
Wang, Bing-Hong [2 ,4 ,5 ]
机构
[1] Fuzhou Univ, Dept Phys, Fuzhou 350002, Peoples R China
[2] Univ Sci & Technol China, Dept Modern Phys, Hefei 230026, Peoples R China
[3] Arizona State Univ, Sch Elect Comp & Energy Engn, Tempe, AZ 85287 USA
[4] Univ Shanghai Sci & Technol, Res Ctr Complex Syst Sci, Shanghai 200093, Peoples R China
[5] Shanghai Acad Syst Sci, Shanghai 200093, Peoples R China
基金
美国国家科学基金会; 中国国家自然科学基金; 高等学校博士学科点专项科研基金;
关键词
D O I
10.1103/PhysRevE.84.045101
中图分类号
O35 [流体力学]; O53 [等离子体物理学];
学科分类号
070204 ; 080103 ; 080704 ;
摘要
Despite extensive work on traffic dynamics and epidemic spreading on complex networks, the interplay between these two types of dynamical processes has not received adequate attention. We study the effect of local-routing-based traffic dynamics on epidemic spreading. For the case of unbounded node-delivery capacity, where the traffic is free of congestion, we obtain analytic and numerical results indicating that the epidemic threshold can be maximized by an optimal routing protocol. This means that epidemic spreading can be effectively controlled by local traffic dynamics. For the case of bounded delivery capacity, numerical results and qualitative arguments suggest that traffic congestion can suppress epidemic spreading. Our results provide quantitative insight into the nontrivial role of traffic dynamics associated with a local-routing scheme in the epidemic spreading.
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收藏
页数:4
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