Optimal vaccination and treatment policies for regional approximate controllability of the time-fractional reaction-diffusion SIR epidemic systems

被引:18
作者
Ge, Fudong [1 ]
Chen, YangQuan [2 ]
机构
[1] China Univ Geosci, Sch Comp Sci, Wuhan 430074, Peoples R China
[2] Univ Calif, Dept Mech Engn, MESA Lab, Merced, CA 95343 USA
基金
中国国家自然科学基金;
关键词
Regional approximate controllability; Optimal control; Time-fractional reaction-diffusion systems; Spatiotemporal SIR epidemic model; EQUATIONS; ORDER;
D O I
10.1016/j.isatra.2021.01.023
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 addresses the optimal vaccination and treatment control problems for regional approximate controllability of a new spatiotemporal epidemic model that is developed by afterwards adding at the basic susceptible-infected-recovered (SIR) epidemic system with the Caputo time-fractional derivative of order alpha is an element of (0, 1] and the diffusion term in each compartment. The obtained results can be used by policy-makers in any nation to optimally plan the limited vaccination and treatment resources ahead of ongoing outbreaks. Toward this aim the Sakawa-type controller is introduced, which is a finite-dimensional controller that prevents and controls the spreading of infection. Using the semigroup theory, we provide a framework to analyze the sufficient conditions under which the considered time-fractional reaction-diffusion SIR epidemic system is regionally approximately controllable with the proposed control actuation architecture. An approach on finding the optimal solution that minimizes the cost of corresponding vaccination and treatment control programs for the studied regional controllability problem is then presented. Finally, we finish with numerical results to illustrate our theoretical results. (C) 2021 ISA. Published by Elsevier Ltd. All rights reserved.
引用
收藏
页码:143 / 152
页数:10
相关论文
共 42 条
  • [1] Adams RA., 2003, Sobolev Space, V2
  • [2] Anita S., 2000, Analysis and Control of Age Dependent Population Dynamics
  • [3] Bisen P., 2013, EMERGING EPIDEMICS M
  • [4] Capasso Capasso V V, MATH STRUCTURES EPID, V2nd ed. 2nd ed.
  • [5] Backstepping-based boundary control design for a fractional reaction diffusion system with a space-dependent diffusion coefficient
    Chen, Juan
    Cui, Baotong
    Chen, YangQuan
    [J]. ISA TRANSACTIONS, 2018, 80 : 203 - 211
  • [6] Fractional-order PID design: Towards transition from state-of-art to state-of-use
    Chevalier, Amelie
    Francis, Clovis
    Copot, Cosmin
    Ionescu, Clara M.
    De Keyser, Robin
    [J]. ISA TRANSACTIONS, 2019, 84 : 178 - 186
  • [7] Regional controllability of distributed parameter systems
    ElJai, A
    Simon, MC
    Zerrik, E
    Pritchard, AJ
    [J]. INTERNATIONAL JOURNAL OF CONTROL, 1995, 62 (06) : 1351 - 1365
  • [8] ENGEL KJ, 2000, GRAD TEXT M, V194, pR17
  • [9] Fudong Ge, 2015, IEEE/CAA Journal of Automatica Sinica, V2, P353
  • [10] Optimal control of a nutrient-phytoplankton-zooplankton-fish system
    Garvie, Marcus R.
    Trenchea, Catalin
    [J]. SIAM JOURNAL ON CONTROL AND OPTIMIZATION, 2007, 46 (03) : 775 - 791