A Network SIS Meta-Population Model with Transportation Flow

被引:8
|
作者
Ye, Mengbin [1 ]
Liu, Ji [3 ]
Cenedese, Carlo [2 ]
Sun, Zhiyong [4 ]
Cao, Ming [2 ]
机构
[1] Curtin Univ, Optus Curtin Ctr Excellence Artificial Intelligen, Perth, WA, Australia
[2] Univ Groningen, Fac Sci & Engn, ENTEG, NL-9747 AG Groningen, Netherlands
[3] SUNY Stony Brook, Dept Elect & Comp Engn, New York, NY USA
[4] Eindhoven Univ Technol, Dept Elect Engn, Eindhoven, Netherlands
来源
IFAC PAPERSONLINE | 2020年 / 53卷 / 02期
基金
欧洲研究理事会; 澳大利亚研究理事会;
关键词
SIS model; transportation flow; meta-population networked models; SPREAD; COMPLEX;
D O I
10.1016/j.ifacol.2020.12.298
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper considers a deterministic Susceptible-Infected-Susceptible (SIS) meta-population model for the spread of a disease in a strongly connected network, where each node represents a large population. Individuals can travel between the nodes (populations). We derive a necessary and sufficient condition for the healthy equilibrium to be the unique equilibrium of the system, and then in fact it is asymptotically stable for all initial conditions (a sufficient condition for exponential stability is also given). If the condition is not satisfied, then there additionally exists a unique endemic equilibrium which is exponentially stable for all nonzero initial conditions. We then consider time-delay in the travel between nodes, and further investigate the role of the mobility rate that governs the flow of individuals between nodes in determining the convergence properties. We find that sometimes, increasing mobility helps the system converge to the healthy equilibrium. Copyright (C) 2020 The Authors.
引用
收藏
页码:2562 / 2567
页数:6
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