Modeling complex network epidemics using nodes' roles

被引：0
|
作者：
Vlachos, D. S. [1 ]
Parousis-Orthodoxou, K. J. [1 ]
机构：
[1] Univ Peloponnese, Fac Sci & Technol, Dept Comp Sci & Technol, GR-22100 Tripolis, Greece
来源：
2ND INTERNATIONAL CONFERENCE ON MATHEMATICAL MODELING IN PHYSICAL SCIENCES 2013 (IC-MSQUARE 2013) | 2014年 / 490卷
关键词：
D O I：
10.1088/1742-6596/490/1/012026
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this work we investigate the usefulness of node roles of complex systems in dynamical processes. More specifically, we use the characteristic equations of an SIS epidemic spreading in order to simulate an actual epidemic spreading. The equations that are used, encapsulate the degree correlations in comparison to the role distribution and the results are compared with an actual epidemic release simulation.
引用
收藏
页数：5
相关论文
共 50 条
  • [21] Mining critical nodes in software execution network based on complex network
    [J]. Wang, Lei (wangl216@163.com), 1879, ICIC Express Letters Office (07):
  • [22] Key Nodes Detection of Aviation Network Based on Complex Network Theory
    Tu Congliang
    Wu Minggong
    Wen Xiangxi
    Han Cheng
    [J]. Proceedings of the 2016 4th International Conference on Machinery, Materials and Information Technology Applications, 2016, 71 : 1368 - 1374
  • [23] Logistics network Nodes Importance Analysis based on the Complex Network Theory
    Wu, Yina
    Ma, Hui
    [J]. INDUSTRIAL INSTRUMENTATION AND CONTROL SYSTEMS II, PTS 1-3, 2013, 336-338 : 2410 - +
  • [24] Individual synchronization control of complex network with nonidentical nodes
    Zhang, Youjian
    Yan, Wenjun
    Yang, Qiang
    [J]. 2015 27TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC), 2015, : 639 - 644
  • [25] Controlled synchronization of complex network with different kinds of nodes
    Zhengquan YANG
    [J]. Control Theory and Technology, 2008, (01) : 11 - 15
  • [26] Controlled synchronization of complex network with different kinds of nodes
    Yang Z.
    Liu Z.
    Chen Z.
    Yuan Z.
    [J]. Journal of Control Theory and Applications, 2008, 6 (1): : 11 - 15
  • [27] Research on the Recognition Algorithm of Important Nodes in Complex Network
    Su, Yue
    [J]. INFORMATICA-AN INTERNATIONAL JOURNAL OF COMPUTING AND INFORMATICS, 2020, 44 (01): : 103 - 108
  • [28] Key Nodes Mining Algorithm Based on Complex Network
    Deng Ye
    Wu Jun
    Tan Yue-Jin
    [J]. PROCEEDINGS OF THE 2016 INTERNATIONAL CONFERENCE ON COMPUTATIONAL SCIENCE AND ENGINEERING (ICCSE 2016), 2016, 68 : 54 - 61
  • [29] Analysis on key nodes behavior for complex software network
    Zhang, Xizhe
    Zhao, Guolong
    Lv, Tianyang
    Yin, Ying
    Zhang, Bin
    [J]. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 2012, 7473 LNCS : 59 - 66
  • [30] THE RESILIENCE OF COMPLEX NETWORK: AN APPROACH FOR RELEVANT NODES EXTRACTION
    Ramirez-Arellano, Aldo
    Bory-Reyes, Juan
    [J]. FRACTALS-COMPLEX GEOMETRY PATTERNS AND SCALING IN NATURE AND SOCIETY, 2021, 29 (01)
12345