Global stability and optimal control of epidemic spreading on multiplex networks with nonlinear mutual interaction

被引:14
作者
Jia, Nan [1 ]
Ding, Li [1 ]
Liu, Yu-Jing [1 ]
Hu, Ping [1 ]
机构
[1] Wuhan Univ, Sch Power & Mech Engn, Dept Automat, Wuhan, Hubei, Peoples R China
基金
中国国家自然科学基金;
关键词
Epidemic spreading; Global stability; Optimal control; Multiplex networks; SIR EPIDEMIC; MODEL; BIFURCATION; COMMUNITY; DYNAMICS; IMPACT; VIRUS;
D O I
10.1016/j.physa.2018.02.056
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
In this paper, we consider two interacting pathogens spreading on multiplex networks. Each pathogen spreads only on its single layer, and different layers have the same individuals but different network topology. A state-dependent infectious rate is proposed to describe the nonlinear mutual interaction during the propagation of two pathogens. Then a novel epidemic spreading model incorporating treatment control strategy is established. We investigate the global asymptotic stability of the equilibrium points by using Dulac's criterion, Poincare-Bendixson theorem and Lyapunov method. Furthermore, we discuss an optimal strategy to minimize the total number of the infected individuals and the cost associated with treatment control for both spreading of two pathogens. Finally, numerical simulations are presented to show the validity and efficiency of our results. (C) 2018 Elsevier B.V. All rights reserved.
引用
收藏
页码:93 / 105
页数:13
相关论文
共 41 条
[1]  
Abakuks A., 2016, J APPL PROBAB, V10
[2]   Epidemic dynamics of two species of interacting particles on scale-free networks [J].
Ahn, Yong-Yeol ;
Jeong, Hawoong ;
Masuda, Naoki ;
Noh, Jae Dong .
PHYSICAL REVIEW E, 2006, 74 (06)
[3]  
Birkhoff G., 1969, ORDINARY DIFFERENTIA
[4]   Global stability and optimal control of an SIRS epidemic model on heterogeneous networks [J].
Chen, Lijuan ;
Sun, Jitao .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 410 :196-204
[5]   Stability analysis and estimation of domain of attraction for the endemic equilibrium of an SEIQ epidemic model [J].
Chen, Xiangyong ;
Cao, Jinde ;
Park, Ju H. ;
Qiu, Jianlong .
NONLINEAR DYNAMICS, 2017, 87 (02) :975-985
[6]  
Fan C., 2017, INT J MOD PHYS C, V28, P1577
[7]  
Feng Y., 2017, COMMUN NONLINEAR SCI
[8]   Epidemic spreading on uniform networks with two interacting diseases [J].
Feng, Yun ;
Fan, Qingli ;
Ma, Lin ;
Ding, Li .
PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2014, 393 :277-285
[9]   Coinfection dynamics of two diseases in a single host population [J].
Gao, Daozhou ;
Porco, Travis C. ;
Ruan, Shigui .
JOURNAL OF MATHEMATICAL ANALYSIS AND APPLICATIONS, 2016, 442 (01) :171-188
[10]   The influence of age-age correlations on epidemic spreading in social network [J].
Grabowski, Andrzej .
EUROPEAN PHYSICAL JOURNAL B, 2014, 87 (07)