Near-optimal control of a stochastic partial differential equation SEIR epidemic model under economic constraints

被引:3
作者
Wang, Zong [1 ]
Zhang, Qimin [1 ]
机构
[1] Ningxia Univ, Sch Math & Stat, Yinchuan 750021, Peoples R China
关键词
SEIR epidemic model; Near optimal; Stochastic control; Reaction diffusion; Economic constraints; STRATEGIES; DYNAMICS; BEHAVIOR; DISEASES;
D O I
10.1016/j.ejcon.2022.100752
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The outbreak of a disease has negative effects on the economy, and economic activities affect the spread of a disease. In this paper, based on the relationship between economic activities and infectious dis-eases, we establish a SEIRG (susceptible-exposure-infective-recovered-economic) model. Applying the near-maximum condition of a Hamiltonian function, we provide sufficient and necessary conditions for the near optimal control problem of the SEIRG system. In addition, we obtain the optimal control func-tion of the research system. Finally, we develop an algorithm for a near optimal control problem and use numerical simulations to illustrate the effects of vaccination and treatment.(c) 2022 European Control Association. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页数:16
相关论文
共 38 条
[1]  
Ahn HJ, 2014, IEEE DECIS CONTR P, P6221, DOI 10.1109/CDC.2014.7040364
[2]   Generalized traveling waves for time-dependent reaction-diffusion systems [J].
Ambrosio, Benjamin ;
Ducrot, Arnaud ;
Ruan, Shigui .
MATHEMATISCHE ANNALEN, 2021, 381 (1-2) :1-27
[3]   A SIMPLE STOCHASTIC EPIDEMIC [J].
BAILEY, NTJ .
BIOMETRIKA, 1950, 37 (3-4) :193-202
[4]  
Ce Rrai S., 2001, 2 ORDER PDES FINITE
[5]   Inversion of a SIR-based model: A critical analysis about the application to COVID-19 epidemic [J].
Comunian, Alessandro ;
Gaburro, Romina ;
Giudici, Mauro .
PHYSICA D-NONLINEAR PHENOMENA, 2020, 413
[6]  
De la Sen M., 2010, 2010 IEEE International Conference on Management of Innovation & Technology (ICMIT 2010), P1037, DOI 10.1109/ICMIT.2010.5492882
[7]   Sequential Data Assimilation of the Stochastic SEIR Epidemic Model for Regional COVID-19 Dynamics [J].
Engbert, Ralf ;
Rabe, Maximilian M. ;
Kliegl, Reinhold ;
Reich, Sebastian .
BULLETIN OF MATHEMATICAL BIOLOGY, 2021, 83 (01)
[8]  
Gustav Feichtinger, 2006, EUR J OPER RES, V172, P293
[9]   A stochastic epidemic model coupled with seasonal air pollution: analysis and data fitting [J].
He, Sha ;
Tang, Sanyi ;
Cai, Yongli ;
Wang, Weiming ;
Rong, Libin .
STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2020, 34 (12) :2245-2257
[10]   Asymptotic behavior of an SEIR epidemic model with quadratic treatment [J].
He Y. ;
Gao S. ;
Lv H. ;
Liu Y. .
Gao, S. (gaosjmath@126.com), 1600, Springer Verlag (42) :245-257