Spreading behavior of SIS model with non-uniform transmission on scale-free networks

被引：12
作者：
XIA, Cheng-yi [1 ,2 ]
LIU, Zhong-xin [1 ]
CHEN, Zeng-qiang [1 ]
YUAN, Zhu-zhi [1 ]
机构：
[1] Department of Automation, Nankai University, Tianjin
[2] Tianjin Key Laboratory of Intelligence Computing and Novel Software Technology, Tianjin University of Technology, Tianjin
来源：
Journal of China Universities of Posts and Telecommunications | 2009年 / 16卷 / 01期
基金：
高等学校博士学科点专项科研基金; 中国国家自然科学基金;
关键词：
non-uniform transmission; scale-free networks; SIS; spreading behavior; virus propagation;
D O I：
10.1016/S1005-8885(08)60173-9
中图分类号：
学科分类号：
摘要：
The non-uniform transmission and network topological structure are combined to investigate the spreading behavior of susceptible-infected-susceptible (SIS) epidemic model. Based on the mean-field theory, the analytical and numerical results indicate that the epidemic threshold is correlated with the topology of underlying networks, as well as the disease transmission mechanism. These discoveries can greatly help us to further understand the virus propagation on communication networks. © 2009 The Journal of China Universities of Posts and Telecommunications.
引用
收藏
页码：27 / 31
页数：4
相关论文
共 24 条
  • [1] Watts D.J., Strogatz S.H., Collective dynamics of small world networks, Nature, 393, pp. 440-442, (1998)
  • [2] Barabasi A.L., Albert R., Emergence of scaling in random networks, Science, 286, pp. 509-512, (1999)
  • [3] Albert R., Barabasi A.L., Statistical mechanics of complex networks, Review of Modern Physics, 74, 1, pp. 47-97, (2002)
  • [4] Newman M., The structure and function of complex networks, SIAM Review, 45, 2, pp. 167-256, (2003)
  • [5] Boccaletti S., Latorab V., Moreno Y., Et al., Complex networks: structure and dynamics, Physics Reports, 424, 4-5, pp. 175-308, (2006)
  • [6] Costa L.D.F., Rodrigues F.A., Travieso G., Et al., Characterization of complex networks: A survey of measurements, Advances in Physics, 56, 1, pp. 167-242, (2007)
  • [7] Xia W., Liu Z.Q., Chen Z.Q., Et al., Commwarrior worm propagation model for smart phone networks, The Journal of China Universities of Posts and Telecommunications, 15, 2, pp. 60-66, (2008)
  • [8] Ma Z.E., Zhou Y.C., Wang W.D., Et al., Epidemic dynamic mathematical model and study, (2004)
  • [9] Wang J., Liu Y.H., Tian D.X., Et al., Internet worm early detection and response mechanism, The Journal of China Universities of Posts and Telecommunications, 14, 3, pp. 79-84, (2007)
  • [10] Moreno Y., Nekovee M., Pacheco A.F., Dynamics of rumor spreading in complex networks, Physical Review E, 69, 6-2, (2004)
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