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An SIS Epidemic Model with Infective Medium and Feedback Mechanism on Scale-Free Networks

DOI: 10.4236/oalib.1103598, PP. 1-9

Subject Areas: Simulation/Analytical Evaluation of Communication Systems, Complex network models

Keywords: Infective Medium, Feedback Mechanism, Basic Reproductive Number, Scale-Free Networks, Equilibrium

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Abstract

In this paper, a modified SIS (susceptible-infected-susceptible) model with infective medium and feedback mechanism on scale-free networks is presented. The model is suited to describe some epidemic spreading which are not only transmitting by medium but also spreading between individuals by direct contacts. Considering biological relevance and people’s subjective consciousness, we introduce medium and feedback to describe the epidemic spreading. By mathematical analysis, we obtain the epidemic threshold and equilibriums. Simulation shows that the medium parameter can change the threshold, and the bigger it is, the easier epidemic breaks. Feedback parameter cannot change the basic reproductive number, but it can reduce the endemic level and weaken the epidemic spreading.

Cite this paper

Liu, X. , Li, T. , Wang, Y. , Wan, C. and Dong, J. (2017). An SIS Epidemic Model with Infective Medium and Feedback Mechanism on Scale-Free Networks. Open Access Library Journal, 4, e3598. doi: http://dx.doi.org/10.4236/oalib.1103598.

References

[1]  Dye, C. and Gay, N. (2003) Modeling the SARS Epidemic. Science, 300, 1884-1885.
https://doi.org/10.1126/science.1086925
[2]  Epstein, J. (2009) Modeling to Contain Pandemics. Nature, 460, 687.
[3]  Pastor-Satorras, R. and Vespignani, A. (2004) Evolution and Structures of the Internet: A Statistical Physics Approach. Cambridge University Press, Cambridge.
https://doi.org/10.1017/CBO9780511610905
[4]  Watts, D.J. and Strogats, S.H. (1998) Collective Dynamics of ‘Small-World’ Networks. Nature (London), 393, 440-442.
[5]  Barabási, A.-L. and Albert, R. (1999) Emergence of Scaling in Random Networks. Science, 286, 509.
[6]  Boccaletti, S., Latora, V., Moreno, Y., et al. (2006) Complex Networks: Structure and Dynamics. Physics Reports, 424,175.
https://doi.org/10.1016/j.physrep.2005.10.009
[7]  Li, C.H. and Tsai, C.C. (2014) Analysis of Epidemic Spreading of an SIRS Model in Complex Heterogeneous Networks. Communications in Nonlinear Science and Numerical Simulation, 19, 1042-1054.
https://doi.org/10.1016/j.cnsns.2013.08.033
[8]  Moreno, Y. and Pastor-Satorras, R. (2002) Epidemic Outbreaks in Complex Heterogeneous Networks. European Physical Journal BCondensed Matter and Complex Systems, 26, 521-529.
[9]  Li, T. and Wang, Y. (2014) Spreading Dynamics of a SIQRS Epidemic Model on Scale-Free Networks. Communications in Nonlinear Science and Numerical Simulation, 19, 686-692.
https://doi.org/10.1016/j.cnsns.2013.07.010
[10]  Chen, L. and Sun, J. (2014) Global Stability and Optimal Control of an SIRS Epidemic Model on Heterogeneous Networks. Physica A, 410, 196-204.
https://doi.org/10.1016/j.physa.2014.05.034
[11]  Liu, Q.M. and Deng, C.S. (2014) The Analysis of an Epidemic Model with Time Delay on Scale-Free Networks. Physica A: Statistical Mechanics and Its Applications, 410, 79-87.
https://doi.org/10.1016/j.physa.2014.05.010
[12]  Yang, M., Chen, G. and Fu, X. (2011) A Modified SIS Model with an Infective Medium on Complex Networks and Its Global Stability. Physica A: Statistical Mechanics and Its Applications, 390, 2408-2413.
https://doi.org/10.1016/j.physa.2011.02.007
[13]  Kang, H. and Fu, X. (2015) Epidemic Spreading and Global Stability of an SIS Model with an Infective Vector on Complex Networks. Communications in Nonlinear Science and Numerical Simulation, 27, 30-39.
https://doi.org/10.1016/j.cnsns.2015.02.018
[14]  Yang, M., Chen, G. and Fu, X. (2011) A Modified SIS Model with an Infective Medium on Complex Networks and Its Global Stability. Physica A: Statistical Mechanics and Its Applications, 390, 2408-2413.
https://doi.org/10.1016/j.physa.2011.02.007
[15]  Pastor-Satorras, R. and Vespignani, A. (2001) Epidemic Dynamics and Endemic States in Complex Networks. Physical Review E, 63, Article ID: 066117.
https://doi.org/10.1103/PhysRevE.63.066117
[16]  Sun, J.Z.J. (2014) Stability Analysis of an SIS Epidemic Model with Feedback Mechanism on Networks. Physica A, 394, 24-32.
[17]  Li, T., Liu, X.D. and Wu, J. (2016) An Epidemic Spreading Model on Adaptive Scale-Free Networks with Feedback Mechanism. Physica A, 450, 649-656.
https://doi.org/10.1016/j.physa.2016.01.045

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