A theoretical study of the Caputo-Fabrizio fractional modeling for hearing loss due to Mumps virus with optimal control

被引:317
作者
Mohammadi, Hakimeh [1 ]
Kumar, Sunil [2 ]
Rezapour, Shahram [3 ,4 ]
Etemad, Sina [3 ]
机构
[1] Islamic Azad Univ, Dept Math, Miandoab Branch, Miandoab, Iran
[2] Natl Inst Technoloy, Dept Math, Jamshedpur 831014, Jharkhand, India
[3] Azarbaijan Shahid Madani Univ, Dept Math, Tabriz, Iran
[4] China Med Univ, China Med Univ Hosp, Dept Med Res, Taichung, Taiwan
关键词
Fixed point; Fractional mathematical model; Hearing loss; Numerical simulation; Optimal control; DIFFERENTIAL-EQUATIONS;
D O I
10.1016/j.chaos.2021.110668
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Mumps is the most common cause of acquired unilateral deafness in children, in which hearing loss oc-curs at all auditory frequencies. We use a box model to model hearing loss in children caused by the mumps virus, and since the fractional-order derivative retains the effect of system memory, we use the Caputo-Fabrizio fractional derivative in this modeling. In the beginning, we compute the basic reproduc-tion number R-0 and equilibrium points of the system and investigate the stability of the system at the equilibrium point. By utilizing the Picard-Lindelof technique, we prove the existence an unique solution for given fractional CF-system of hearing loss model and investigate the stability of iterative method by fixed point theory. The optimal control of the system is determined by considering the treatment as a control strategy to reduce the number of infected people. Using the Euler method for the fractional-order Caputo-Fabrizio derivative, the approximate solution of the system is calculated. We present a numerical simulation for the transmission of disease with respect to the transmission rate and the basic reproduc-tion number in two cases R-0 < 1 and R-0 > 1 . To investigate the effect of fractional order derivative on the behavior and value of each of the variables in Model 2, we calculate the results for several fractional order derivatives and compare the results. Also, considering the importance of reproduction number in the continuation of disease transmission, we analyze the sensitivity of R-0 respect to each of the model parameters and determine the impact of each parameter. (C) 2021 Published by Elsevier Ltd.
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页数:13
相关论文
共 45 条
  • [1] On a comprehensive model of the novel coronavirus (COVID-19) under Mittag-Leffler derivative
    Abdo, Mohammed S.
    Shah, Kamal
    Wahash, Hanan A.
    Panchal, Satish K.
    [J]. CHAOS SOLITONS & FRACTALS, 2020, 135
  • [2] Abdullaev O. K., 2020, Prog. Fract. Differ. Appl., V6, P101
  • [3] Aboulkhouatem FE, 2017, J ADV MATH COMPUT SC, V20, P1
  • [4] Al-Refai M., 2020, Prog Fract Differ Appl, V6, P95, DOI [10.18576/pfda, DOI 10.18576/PFDA/060202]
  • [5] Analyzing transient response of the parallel RCL circuit by using the Caputo-Fabrizio fractional derivative
    Alizadeh, Shahram
    Baleanu, Dumitru
    Rezapour, Shahram
    [J]. ADVANCES IN DIFFERENCE EQUATIONS, 2020, 2020 (01)
  • [6] On Coupled Systems of Time-Fractional Differential Problems by Using a New Fractional Derivative
    Alsaedi, Ahmed
    Baleanu, Dumitru
    Etemad, Sina
    Rezapour, Shahram
    [J]. JOURNAL OF FUNCTION SPACES, 2016, 2016
  • [7] Recognition of COVID-19 disease from X-ray images by hybrid model consisting of 2D curvelet transform, chaotic salp swarm algorithm and deep learning technique
    Altan, Aytac
    Karasu, Seckin
    [J]. CHAOS SOLITONS & FRACTALS, 2020, 140
  • [8] [Anonymous], DEAFN HEAR LOSS FACT
  • [9] [Anonymous], 2021, CHAOS SOLITONS FRACT, V144
  • [10] [Anonymous], 2015, Prog Fract Differ Appl, DOI [10.12785/pfda/010202, DOI 10.12785/PFDA/010202]