Epidemic processes on complex networks
Physica A: Statistical Mechanics and its Applications(2017)
摘要
We analyse the dynamics of the SIS and Reed–Frost models on complex networks. In contrast to most of the previous analytical work which relied on mean-field approximations and simulations, we present a probabilistic approach whereby general results are derived and illustrated on various families of graphs.
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关键词
SIS model,Reed–Frost model,Spectral radius,Isoperimetric constant,Duration of an epidemic,Epidemic threshold,Final size of an epidemic
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