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Inhomogeneity of epidemic spreading with entropy-based infected clusters
Considering the difference in the sizes of the infected clusters in the dynamic complex networks, the normalized entropy based on infected clusters ([Formula: see text]) is proposed to characterize the inhomogeneity of epidemic spreading. [Formula: see text] gives information on the variability of t...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Institute of Physics
2013
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7112474/ https://www.ncbi.nlm.nih.gov/pubmed/24387544 http://dx.doi.org/10.1063/1.4824316 |
Sumario: | Considering the difference in the sizes of the infected clusters in the dynamic complex networks, the normalized entropy based on infected clusters ([Formula: see text]) is proposed to characterize the inhomogeneity of epidemic spreading. [Formula: see text] gives information on the variability of the infected clusters in the system. We investigate the variation in the inhomogeneity of the distribution of the epidemic with the absolute velocity v of moving agent, the infection density ρ, and the interaction radius r. By comparing [Formula: see text] in the dynamic networks with [Formula: see text] in homogeneous mode, the simulation experiments show that the inhomogeneity of epidemic spreading becomes smaller with the increase of v, ρ, r. |
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