Percolation and epidemic thresholds in clustered networks

被引:149
|
作者
Serrano, M. Angeles
Boguna, Marian
机构
[1] Indiana Univ, Sch Informat, Bloomington, IN 47406 USA
[2] Univ Barcelona, Dept Fis Fonamental, E-08028 Barcelona, Spain
关键词
D O I
10.1103/PhysRevLett.97.088701
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
We develop a theoretical approach to percolation in random clustered networks. We find that, although clustering in scale-free networks can strongly affect some percolation properties, such as the size and the resilience of the giant connected component, it cannot restore a finite percolation threshold. In turn, this implies the absence of an epidemic threshold in this class of networks, thus extending this result to a wide variety of real scale-free networks which shows a high level of transitivity. Our findings are in good agreement with numerical simulations.
引用
收藏
页数:4
相关论文
共 50 条
  • [1] Predicting percolation thresholds in networks
    Radicchi, Filippo
    PHYSICAL REVIEW E, 2015, 91 (01)
  • [2] Bond Percolation in Clustered Multilayer Networks
    Zhuang, Yong
    Yagan, Osman
    2015 49TH ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2015, : 851 - 855
  • [3] Percolation and epidemics in random clustered networks
    Miller, Joel C.
    PHYSICAL REVIEW E, 2009, 80 (02):
  • [4] Shift of percolation thresholds for epidemic spread between static and dynamic small-world networks
    J. K. Ochab
    P. F. Góra
    The European Physical Journal B, 2011, 81 : 373 - 379
  • [5] Shift of percolation thresholds for epidemic spread between static and dynamic small-world networks
    Ochab, J. K.
    Gora, P. F.
    EUROPEAN PHYSICAL JOURNAL B, 2011, 81 (03): : 373 - 379
  • [6] Thresholds for Epidemic Spreading in Networks
    Castellano, Claudio
    Pastor-Satorras, Romualdo
    PHYSICAL REVIEW LETTERS, 2010, 105 (21)
  • [7] Epidemic thresholds for bipartite networks
    Hernandez, D. G.
    Risau-Gusman, S.
    PHYSICAL REVIEW E, 2013, 88 (05)
  • [8] Epidemic thresholds in real networks
    Chakrabarti, Deepayan
    Wang, Yang
    Wang, Chenxi
    Leskovec, Jurij
    Faloutsos, Christos
    ACM TRANSACTIONS ON INFORMATION AND SYSTEM SECURITY, 2008, 10 (04)
  • [9] Exact percolation thresholds in dual networks
    Lebrecht, W.
    REVISTA MEXICANA DE FISICA E, 2010, 56 (02): : 190 - 196
  • [10] On the estimation of percolation thresholds for real networks
    Rong, Qingnan
    Zhang, Jun
    Sun, Xiaoqian
    Wandelt, Sebastian
    CHAOS SOLITONS & FRACTALS, 2022, 158