Efficient immunization strategies on complex networks

被引:69
|
作者
Nian, Fuzhong [1 ,2 ]
Wang, Xingyuan [1 ]
机构
[1] Dalian Univ Technol, Fac Elect Informat & Elect Engn, Dalian 116024, Peoples R China
[2] Lanzhou Univ Technol, Sch Comp & Comunicat, Lanzhou 730050, Peoples R China
基金
中国国家自然科学基金;
关键词
Epidemic; Immunization; High-risk; WS network; BA network; SIR;
D O I
10.1016/j.jtbi.2010.01.007
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
In this paper, we proposed an efficient immunization "high-risk immunization". The standard SIRS model was modified, respectively, on WS small-world network and BA scale-free network. Based on our new SIRS model, the density of infected individuals was analyzed from a theoretical point of view, and computer simulation was implemented on different networks. The results indicate that the high-risk immunization is effective, and it is economic and feasible in practice. (C) 2010 Elsevier Ltd. All rights reserved.
引用
收藏
页码:77 / 83
页数:7
相关论文
共 50 条
  • [1] Efficient immunization strategies for computer networks and populations
    Cohen, R
    Havlin, S
    ben-Avraham, D
    PHYSICAL REVIEW LETTERS, 2003, 91 (24)
  • [2] Immunization of complex networks
    Pastor-Satorras, R
    Vespignani, A
    PHYSICAL REVIEW E, 2002, 65 (03): : 1 - 036104
  • [3] An efficient immunization strategy based on transmission limit in weighted complex networks
    Shen, Dongqin
    Cao, Shanshan
    CHAOS SOLITONS & FRACTALS, 2018, 114 : 1 - 7
  • [4] Immunization strategies in directed networks
    Jia, Junbo
    Shi, Wei
    Yang, Pan
    Fu, Xinchu
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2020, 17 (04) : 3925 - 3952
  • [5] Reactive immunization on complex networks
    Alfinito, Eleonora
    Beccaria, Matteo
    Fachechi, Alberto
    Macorini, Guido
    EPL, 2017, 117 (01)
  • [6] Efficient Sampling Strategies for Large-scale Complex Networks
    Yang Bo
    Gao Hai-xia
    Chen Zhong
    2008 INTERNATIONAL CONFERENCE ON MANAGEMENT SCIENCE & ENGINEERING (15TH), VOLS I AND II, CONFERENCE PROCEEDINGS, 2008, : 334 - +
  • [7] Immunization strategies in networks with missing data
    Rosenblatt, Samuel F.
    Smith, Jeffrey A.
    Gauthier, G. Robin
    Hebert-Dufresne, Laurent
    PLOS COMPUTATIONAL BIOLOGY, 2020, 16 (07)
  • [8] Comparison of immunization strategies in geographical networks
    Wang, Bing
    Aihara, Kazuyuki
    Kim, Beom Jun
    PHYSICS LETTERS A, 2009, 373 (42) : 3877 - 3882
  • [9] An Efficient Immunization Strategy for Community Networks
    Gong, Kai
    Tang, Ming
    Hui, Pak Ming
    Zhang, Hai Feng
    Do, Younghae
    Lai, Ying-Cheng
    PLOS ONE, 2013, 8 (12):
  • [10] Immunization and epidemic dynamics in complex networks
    Madar, N
    Kalisky, T
    Cohen, R
    ben-Avraham, D
    Havlin, S
    EUROPEAN PHYSICAL JOURNAL B, 2004, 38 (02): : 269 - 276