Mathematical Modeling of COVID-19 with Vaccination Using Fractional Derivative: A Case Study

被引:8
|
作者
Sun, Tian-Chuan [1 ]
DarAssi, Mahmoud H. [2 ]
Alfwzan, Wafa F. [3 ]
Khan, Muhammad Altaf [4 ,5 ]
Alqahtani, Abdulaziz Saad [6 ]
Alshahrani, Saeed S. [7 ]
Muhammad, Taseer [8 ]
机构
[1] Huzhou Coll, Sch Marxism, Dept Publ Teaching & Researching, Huzhou 313000, Peoples R China
[2] Princess Sumaya Univ Technol, Dept Basic Sci, Amman 11941, Jordan
[3] Princess Nourah Bint Abdulrahman Univ, Coll Sci, Dept Math Sci, POB 84428, Riyadh 11671, Saudi Arabia
[4] Univ Free State, Fac Nat & Agr Sci, ZA-9300 Bloemfontein, South Africa
[5] Univ Airlangga, Fac Sci & Technol, Dept Math, Surabaya 60115, Indonesia
[6] Najran Univ, Coll Med, Dept Internal Med, Najran 55461, Saudi Arabia
[7] Najran Univ, Coll Med, Dept Surg, Najran 55461, Saudi Arabia
[8] King Khalid Univ, Coll Sci, Dept Math, Abha 61413, Saudi Arabia
关键词
coronavirus mathematical model; infected data; stability analysis; numerical results;
D O I
10.3390/fractalfract7030234
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Vaccination against any infectious disease is considered to be an effective way of controlling it. This paper studies a fractional order model with vaccine efficacy and waning immunity. We present the model's dynamics under vaccine efficacy, the impact of immunization, and the waning of the vaccine on coronavirus infection disease. We analyze the model under their equilibrium points. The model under the equilibrium points is discussed and proven that it is locally asymptotically stable if R-v is lesser than unity. We present the backward bifurcation hypothesis of the model and show that there is a parameter beta(2) that causes the backward bifurcation in the imperfect vaccine model. We show certain assumptions when psi = 1 for the imperfect vaccine case; the model is both stable globally asymptotically at the disease-free (R-0 <= 1) and endemic cases (R-0 > 1). By using infected cases from the recent wave throughout Pakistan, we shall estimate the model parameters and calculate the numerical value of the basic reproductive number R-0 approximate to 1.2591. We present the comprehensive graphical results for the realistic parameter values and show many useful suggestions regarding the elimination of the infection from society. The vaccination efficacy that provides an important role in disease elimination is discussed in detail.
引用
收藏
页数:23
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