Mathematical Analysis of the TB Model with Treatment via Caputo-Type Fractional Derivative

被引:17
作者
Zhang, Xiao-Hong [1 ]
Ali, Aatif [2 ]
Khan, Muhammad Altaf [3 ]
Alshahrani, Mohammad Y. [4 ]
Muhammad, Taseer [5 ]
Islam, Saeed [2 ]
机构
[1] Hunan City Univ, Coll Sci, Yiyang 413000, Peoples R China
[2] Abdul Wali Khan Univ, Dept Math, Mardan 23200, Khyber Pakhtunk, Pakistan
[3] Univ Free State, Inst Ground Water Studies, Fac Nat & Agr Sci, Bloemfontein, South Africa
[4] King Khalid Univ, Dept Clin Lab Sci, Coll Appl Med Sci, POB 61413, Abha 9088, Saudi Arabia
[5] King Khalid Univ, Dept Math, Coll Sci, Abha 61413, Saudi Arabia
关键词
TUBERCULOSIS;
D O I
10.1155/2021/9512371
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
In this study, we formulate a noninteger-order mathematical model via the Caputo operator for the transmission dynamics of the bacterial disease tuberculosis (TB) in Khyber Pakhtunkhwa (KP), Pakistan. The number of confirmed cases from 2002 to 2017 is considered as incidence data for the estimation of parameters or to parameterize the model and analysis. The positivity and boundedness of the model solution are derived. For the dynamics of the tuberculosis model, we find the equilibrium points and the basic reproduction number. The proposed model is locally and globally stable at disease-free equilibrium, if the reproduction number Script capital R0<1. Furthermore, to examine the behavior of the various parameters and different values of fractional-order derivative graphically, the most common iterative scheme based on fundamental theorem and Lagrange interpolation polynomial is implemented. From the numerical result, it is observed that the contact rate and treatment rate have a great impact on curtailing the tuberculosis disease. Furthermore, proper treatment is a key factor in reducing the TB transmission and prevalence. Also, the results are more precise for lower fractional order. The results from various numerical plots show that the fractional model gives more insights into the disease dynamics and on how to curtail the disease spread.
引用
收藏
页数:15
相关论文
共 31 条
  • [1] Modeling and analysis of the dynamics of novel coronavirus (COVID-19) with Caputo fractional derivative
    Ali, Aatif
    Alshammari, Fehaid Salem
    Islam, Saeed
    Khan, Muhammad Altaf
    Ullah, Saif
    [J]. RESULTS IN PHYSICS, 2021, 20
  • [2] Asamoah J.K.K., 2017, J. Appl. Math., DOI [10.1155/2017/2451237, DOI 10.1155/2017/2451237]
  • [3] NEW FRACTIONAL DERIVATIVES WITH NON-LOCAL AND NON-SINGULAR KERNEL Theory and Application to Heat Transfer Model
    Atangana, Abdon
    Baleanu, Dumitru
    [J]. THERMAL SCIENCE, 2016, 20 (02): : 763 - 769
  • [4] Caputo M., 2015, Prog. Fract. Differ. Appl, V1, P1, DOI [DOI 10.12785/PFDA/010201, 10.12785/pfda/010201]
  • [5] Dynamics of fractional order COVID-19 model with a case study of Saudi Arabia
    Chu, Yu-Ming
    Ali, Aatif
    Khan, Muhammad Altaf
    Islam, Saeed
    Ullah, Saif
    [J]. RESULTS IN PHYSICS, 2021, 21
  • [6] World Health Organization cardiovascular disease risk charts: revised models to estimate risk in 21 global regions
    Di Angelantonio, Emanuele
    Kaptoge, Stephen
    Pennells, Lisa
    De Bacquer, Dirk
    Cooney, Marie Therese
    Kavousi, Maryam
    Stevens, Gretchen
    Riley, Leanne
    Savin, Stefan
    Altay, Servet
    Amouyel, Philippe
    Assmann, Gerd
    Bell, Steven
    Ben-Shlomo, Yoav
    Berkman, Lisa
    Beulens, Joline W.
    Bjorkelund, Cecilia
    Blaha, Michael J.
    Blazer, Dan G.
    Bolton, Thomas
    Bonita, Ruth
    Brenner, Beaglehole Hermann
    Brunner, Eric J.
    Casiglia, Edoardo
    Chamnan, Parinya
    Choi, Yeun-Hyang
    Chowdhury, Rajiv
    Coady, Sean
    Crespo, Carlos J.
    Cushman, Mary
    Dagenais, Gilles R.
    D'Agostino, Ralph B.
    Daimon, Makoto
    Davidson, Karina W.
    Engstrom, Gunnar
    Fang, Xianghua
    Ford, Ian
    Gallacher, John
    Gansevoort, Ron T.
    Gaziano, Thomas Andrew
    Giampaoli, Simona
    Grandits, Greg
    Grimsgaard, Sameline
    Grobbee, Diederick E.
    Gudnason, Vilmundur
    Guo, Qi
    Humphries, Steve
    Iso, Hiroyasu
    Jukema, J. Wouter
    Kauhanen, Jussi
    [J]. LANCET GLOBAL HEALTH, 2019, 7 (10): : E1332 - E1345
  • [7] Diethelm K., 1999, Forschung und wissenschaftliches Rechnen, V1998, P57
  • [8] Fractional model of HIV transmission with awareness effect
    Fatmawati
    Khan, Muhammad Altaf
    Odinsyah, Hafidz Putra
    [J]. CHAOS SOLITONS & FRACTALS, 2020, 138 (138)
  • [9] A mathematical model of tuberculosis (TB) transmission with children and adults groups: A fractional model
    Fatmawati
    Khan, Muhammad Altaf
    Bonyah, Ebenezer
    Hammouch, Zakia
    Shaiful, Endrik Mifta
    [J]. AIMS MATHEMATICS, 2020, 5 (04): : 2813 - 2842
  • [10] WHO global progress report on tuberculosis elimination
    Harding, Emilia
    [J]. LANCET RESPIRATORY MEDICINE, 2020, 8 (01) : 19 - 19