Mathematical modeling and optimal control of the COVID-19 dynamics

被引:95
|
作者
Shen, Zhong-Hua [1 ]
Chu, Yu-Ming [2 ]
Khan, Muhammad Altaf [3 ]
Muhammad, Shabbir [4 ,5 ]
Al-Hartomy, Omar A. [6 ]
Higazy, M. [7 ,8 ]
机构
[1] Hangzhou Normal Univ, Sch Math, Hangzhou 311121, Peoples R China
[2] Huzhou Univ, Dept Math, Huzhou 313000, Peoples R China
[3] Univ Free State, Inst Ground Water Studies, Fac Nat & Agr Sci, Cape Town, South Africa
[4] King Khalid Univ, Res Ctr Adv Mat Sci RCAMS, POB 9004, Abha, Saudi Arabia
[5] King Khalid Univ, Dept Phys, Coll Sci, POB 9004, Abha, Saudi Arabia
[6] King Abdulaziz Univ, Dept Phys, Fac Sci, Jeddah 21589, Saudi Arabia
[7] Menoufia Univ, Dept Phys & Engn Math, Fac Elect Engn, Menoufia 32952, Egypt
[8] Taif Univ, Dept Math & Stat, Coll Sci, POB 11099, At Taif 21944, Saudi Arabia
关键词
Vaccination; Optimal control; COVID-19; Stability analysis; Real data; Numerical results;
D O I
10.1016/j.rinp.2021.105028
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
We are considering a new COVID-19 model with an optimal control analysis when vaccination is present. Firstly, we formulate the vaccine-free model and present the associated mathematical results involved. Stability results for R-0 < 1 are shown. In addition, we frame the model with the vaccination class. We look at the mathematical results with the details of the vaccine model. Additionally, we are considering setting controls to minimize infection spread and control. We consider four different controls, such as prevention, vaccination control, rapid screening of people in the exposed category, and people who are identified as infected without screening. Using the suggested controls, we develop an optimal control model and derive mathematical results from it. In addition, the mathematical model with control and without control is resolved by the forward-backward Runge-Kutta method and presents the results graphically. The results obtained through optimal control suggest that controls can be useful for minimizing infected individuals and improving population health.
引用
收藏
页数:9
相关论文
共 50 条
  • [31] Optimal Control Strategies of COVID-19 Dynamics Model
    Keno, Temesgen Duressa
    Etana, Hana Tariku
    [J]. JOURNAL OF MATHEMATICS, 2023, 2023
  • [32] Mathematical modeling of COVID-19 and Omicron outbreak spread: Optimal control approach for intervention strategies
    Amouch, Mohamed
    Karim, Noureddine
    [J]. OPTIMAL CONTROL APPLICATIONS & METHODS, 2023, 44 (05): : 2916 - 2937
  • [33] Mathematical Modeling of Covid-19 and Dengue Co-Infection Dynamics in Bangladesh: Optimal Control and Data-Driven Analysis
    Hye M.A.
    Biswas M.A.H.A.
    Uddin M.F.
    Saifuddin M.
    [J]. Computational Mathematics and Modeling, 2022, 33 (2) : 173 - 192
  • [34] Transmission Dynamics and Control of COVID-19: A Mathematical Modelling Study
    Das, Kalyan
    Srinivas, M. N.
    Shahrear, Pabel
    Rahman, S. M. Saydur
    Nahid, Md M. H.
    Murthy, B. S. N.
    [J]. JOURNAL OF APPLIED NONLINEAR DYNAMICS, 2023, 12 (02) : 405 - 425
  • [35] ABOUT MATHEMATICAL MODELING OF COVID-19
    Krivorotko, Olga Igorevna
    Kabanikhin, Sergey Igorevich
    [J]. SIBERIAN ELECTRONIC MATHEMATICAL REPORTS-SIBIRSKIE ELEKTRONNYE MATEMATICHESKIE IZVESTIYA, 2023, 20 (02): : 1211 - 1268
  • [36] Mathematical modeling of COVID-19 transmission dynamics with a case study of Wuhan
    Ndairoua, Faical
    Area, Ivan
    Nieto, Juan J.
    Torres, Delfim F. M.
    [J]. CHAOS SOLITONS & FRACTALS, 2020, 135 (135)
  • [37] Solution for the Mathematical Modeling and Future Prediction of the COVID-19 Pandemic Dynamics
    Stancioi, Cristina-Maria
    Stefan, Iulia Adina
    Briciu, Violeta
    Muresan, Vlad
    Clitan, Iulia
    Abrudean, Mihail
    Unguresan, Mihaela-Ligia
    Miron, Radu
    Stativa, Ecaterina
    Nanu, Michaela
    Topan, Adriana
    Toader, Daniela Oana
    Nanu, Ioana
    [J]. APPLIED SCIENCES-BASEL, 2023, 13 (13):
  • [38] Mathematical modeling of the outbreak of COVID-19
    Sinha, Arvind Kumar
    Namdev, Nishant
    Shende, Pradeep
    [J]. NETWORK MODELING AND ANALYSIS IN HEALTH INFORMATICS AND BIOINFORMATICS, 2022, 11 (01):
  • [39] Mathematical modeling and analysis of COVID-19 and TB co-dynamics
    Kifle, Zenebe Shiferaw
    Obsu, Legesse Lemecha
    [J]. HELIYON, 2023, 9 (08)
  • [40] Mathematical modeling of the outbreak of COVID-19
    Arvind Kumar Sinha
    Nishant Namdev
    Pradeep Shende
    [J]. Network Modeling Analysis in Health Informatics and Bioinformatics, 2022, 11