Different Epidemic Models on Complex Networks |
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Authors: | ZHANG Hai-Feng Michael Small FU Xin-Chu |
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Affiliation: | 1.Department of Modern Physics, University of Science and Technology of China,; Hefei 230026, China;2.School of Mathematical Science, Anhui University, Hefei 230039, China;3.Department of Electronic and Information Engineering Hong Kong Polytechnic University Hung Hom, Kowloon, Hong Kong;4.Department of Mathematics, Shanghai University, Shanghai 200444, China |
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Abstract: | Models for diseases spreading are not just limited to SIS or SIR. For instance, for the spreading of AIDS/HIV, the susceptible individuals can be classified into different cases according to their immunity, and similarly, the infected individuals can besorted into different classes according to their infectivity. Moreover, some diseases may develop through several stages. Many authors have shown that the individuals' relation can be viewed as a complex network. So in this paper, in order to better explain the dynamical behavior of epidemics, we consider different epidemicmodels on complex networks, and obtain the epidemic threshold for each case. Finally, we present numerical simulations for each case to verify our results. |
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Keywords: | epidemic threshold scale-free network diseases spreading multiple-staged infectivity rate |
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