JOURNAL OF SHANDONG UNIVERSITY(NATURAL SCIENCE) ›› 2016, Vol. 51 ›› Issue (11): 107-114.

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Analysis of an epidemic model with information on overlay network

LIANG Lei, LIU Gui-rong*   

  1. School of Mathematical Sciences, Shanxi University, Taiyuan 030006, Shanxi, China
  • Received:2016-02-03 Online:2016-11-20 Published:2016-11-22

Abstract: An SAIS model on overlay network is established. Using the Taylors formula and Matrix theory, the expression of the second threshold of infection strength is obtained. Furthermore, by comparing the numerical simulations and stochastic simulations it can be found that the dissemination of information inhibits the epidemic spreading, and the alertness of recovery increases the second epidemic threshold of infection strength, also effectively reduces the infection size.

Key words: overlay network, infection strength, information dissemination, threshold, SAIS model

CLC Number: 

  • O175
[1] 靳祯, 孙桂全, 刘茂省. 网络传染病动力学建模与分析[M]. 北京: 科学出版社, 2014. JIN Zhen, SUN Guiquan, LIU Maoxing. Modelling and analysis of epidemic spreading on networks[M]. Beijing: Science Press, 2014.
[2] YASHIMA K, SASAKI A. Epidemic dynamics of infectious disease in metropolitan area and its optimal intervention strategy[J]. IFAC-Papers OnLine, 2015, 48(18):136-140.
[3] KUMAR M, MISHRA B K, PANDA T C. Stability analysis of a quarantined epidemic model with latent and breaking-out over the internet[J]. International Journal of Hybrid Information Technology, 2015, 8(7): 133-148.
[4] CHAKRABARTI D, WANG Y, WANG C, et al. Epidemic thresholds in real networks[J]. ACM Transactions on Information and System Security, 2008, 10(4):1-26.
[5] VAN MIEGHEM P, OMIC J, KOOIJ R. Virus spread in networks[J]. Networking, IEEE/ACM Transactions on, 2009, 17(1):1-14.
[6] KISS I Z, CASSELL J, RECKER M, et al. The impact of information transmission on epidemic outbreaks[J]. Mathematical Biosciences, 2010, 225(1):1-10.
[7] HATZOPOULOS V, TAYLOR M, SIMON P L, et al. Multiple sources and routes of information transmission: implications for epidemic dynamics[J]. Mathematical Biosciences, 2011, 231(2):197-209.
[8] SHAKERI H, SAHNEH F D, SCOGLIO C, et al. Optimal information dissemination strategy to promote preventive behaviours in multilayer epidemic networks[J]. Math Biosc Eng, 2015, 12(3):609-623.
[9] SAHNEH F D, SCOGLIO C M. Epidemic spread in human networks[C] // Decision and Control and European Control Conference(CDC-ECC), 2011 50th IEEE Conference on. New York: IEEE, 2011.
[10] SAHNEH F D, SCOGLIO C M. Optimal information dissemination in epidemic networks[C] // Decision and Control(CDC), 2012 IEEE 51st Annual Conference on. New York: IEEE, 2012.
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