Dynamical processes and epidemic threshold on nonlinear coupled multiplex networks

Chao Gao, Shaoting Tang, Weihua Li, Yaqian Yang and Zhiming Zheng

Physica A: Statistical Mechanics and its Applications, 2018, vol. 496, issue C, 330-338

Abstract: Recently, the interplay between epidemic spreading and awareness diffusion has aroused the interest of many researchers, who have studied models mainly based on linear coupling relations between information and epidemic layers. However, in real-world networks the relation between two layers may be closely correlated with the property of individual nodes and exhibits nonlinear dynamical features. Here we propose a nonlinear coupled information-epidemic model (I-E model) and present a comprehensive analysis in a more generalized scenario where the upload rate differs from node to node, deletion rate varies between susceptible and infected states, and infection rate changes between unaware and aware states. In particular, we develop a theoretical framework of the intra- and inter-layer dynamical processes with a microscopic Markov chain approach (MMCA), and derive an analytic epidemic threshold. Our results suggest that the change of upload and deletion rate has little effect on the diffusion dynamics in the epidemic layer.

Keywords: Nonlinear coupled networks; Microscopic Markov chain approach; Epidemic spreading (search for similar items in EconPapers)
Date: 2018
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Citations: View citations in EconPapers (2)

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Persistent link: https://EconPapers.repec.org/RePEc:eee:phsmap:v:496:y:2018:i:c:p:330-338

DOI: 10.1016/j.physa.2017.12.079

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