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
  • [1] Mathematical modeling and optimal control analysis of COVID-19 in Ethiopia
    Tilahun, Getachew Teshome
    Alemneh, Haileyesus Tessema
    [J]. JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2021, 24 (08) : 2101 - 2120
  • [2] Mathematical modeling and optimal control for COVID-19 with population behavior
    Al-arydah, Mo'tassem
    [J]. MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2023, 46 (18) : 19184 - 19198
  • [3] Mathematical modeling and control of Covid-19
    Ghasemabadi, Atena
    [J]. MATHEMATICAL METHODS IN THE APPLIED SCIENCES, 2024, 47 (12) : 10478 - 10489
  • [4] Mathematical modeling of COVID-19 in India and its states with optimal control
    Bandekar, Shraddha Ramdas
    Ghosh, Mini
    [J]. MODELING EARTH SYSTEMS AND ENVIRONMENT, 2022, 8 (02) : 2019 - 2034
  • [5] Mathematical modeling of COVID-19 in India and its states with optimal control
    Shraddha Ramdas Bandekar
    Mini Ghosh
    [J]. Modeling Earth Systems and Environment, 2022, 8 : 2019 - 2034
  • [6] Comprehensive analysis of COVID-19 transmission dynamics: mathematical modeling, stability analysis, and optimal control strategies
    Ullah, Ibad
    Ali, Nigar
    Ul Haq, Ihtisham
    Daher Albalwi, Mohammed
    Muhammad, Shah
    Shuaib, Mohammad
    [J]. PHYSICA SCRIPTA, 2024, 99 (07)
  • [7] Mathematical modeling of COVID-19 in India and Nepal with optimal control and sensitivity analysis
    Bandekar, Shraddha Ramdas
    Ghosh, Mini
    [J]. EUROPEAN PHYSICAL JOURNAL PLUS, 2021, 136 (10):
  • [8] Nonlinear analysis and dynamics of COVID-19 mathematical model with optimal control strategies
    Muthukumar, Sumathi
    Myilsamy, Kalaiselvi
    Balakumar, Abilasha
    Chinnadurai, Veeramani
    [J]. OPTIMAL CONTROL APPLICATIONS & METHODS, 2023, 44 (05): : 2838 - 2860
  • [9] Malaria and COVID-19 co-dynamics: A mathematical model and optimal control
    Tchoumi, S. Y.
    Diagne, M. L.
    Rwezaura, H.
    Tchuenche, J. M.
    [J]. APPLIED MATHEMATICAL MODELLING, 2021, 99 : 294 - 327
  • [10] A Mathematical Modelling and Analysis of COVID-19 Transmission Dynamics with Optimal Control Strategy
    Gebremeskel, Abadi Abay
    Berhe, Hailay Weldegiorgis
    Abay, Adugna Temesgen
    [J]. COMPUTATIONAL AND MATHEMATICAL METHODS IN MEDICINE, 2022, 2022