A MATHEMATICAL SIR MODEL ON THE SPREAD OF INFECTIOUS DISEASES CONSIDERING HUMAN IMMUNITY

被引:3
|
作者
Lafif, Marouane [1 ]
Khaloufi, Issam [1 ]
Benfatah, Youssef [1 ]
Bouyaghroumni, Jamal [1 ]
Laarabi, Hassan [1 ]
Rachik, Mostafa [1 ]
机构
[1] Hassan II Univ Casablanca, Fac Sci Ben MSik, Dept Math & Comp Sci, Lab Anal Modeling & Simulat, BP 7955, Casablanca, Morocco
关键词
mathematical model; human immunity; optimal control; Covid-19; virus; Pontryagin maximum; discrete Time; CELLS; IMMUNOTHERAPY; RNA;
D O I
10.28919/cmbn/7552
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, we propose a mathematical model of infection by infectious diseases, taking into account the division of the population according to the criteria of immunity. Our objective is to demonstrate the positive effect of this idea against the different epidemics. We have proposed two strategies to reduce the great human and material losses caused by these diseases, respectively awareness programs on the importance of the exercise of sport and a healthy food to increase human immunity, treatment and health care for people with low immunity. The Pontryagin maximum principle is applied to characterize the optimal controls, and the optimality system is solved using an iterative approach. Finally, numerical simulations are performed to verify the theoretical analysis using MATLAB.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Diffusion model for the spread of infectious diseases: SIR model with mobile agents
    Centres, P. M.
    Perez-Morelo, D. J.
    Guzman, R.
    Reinaudi, L.
    Gimenez, M. C.
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2024, 633
  • [2] SIR-based mathematical modeling of infectious diseases with vaccination and waning immunity
    Ehrhardt, Matthias
    Gasper, Jan
    Kilianova, Sona
    JOURNAL OF COMPUTATIONAL SCIENCE, 2019, 37
  • [3] Effects of density dependent migration on the spread of infectious diseases: A Mathematical Model
    Sharma, S. K.
    Shukla, J. B.
    Singh, Jitendra
    Singh, Shikha
    REVISTA DE LA UNIVERSIDAD DEL ZULIA, 2019, 10 (27): : 184 - 202
  • [4] Age-Structured SIR Model for the Spread of Infectious Diseases Through Indirect Contacts
    Kumar, Manoj
    Abbas, Syed
    MEDITERRANEAN JOURNAL OF MATHEMATICS, 2022, 19 (01)
  • [5] Age-Structured SIR Model for the Spread of Infectious Diseases Through Indirect Contacts
    Manoj Kumar
    Syed Abbas
    Mediterranean Journal of Mathematics, 2022, 19
  • [6] Impacts of social distancing on the spread of infectious diseases with asymptomatic infection: A mathematical model
    Huang, He
    Chen, Yahong
    Yan, Zhijun
    APPLIED MATHEMATICS AND COMPUTATION, 2021, 398
  • [7] A mathematical model of infectious diseases
    Huang, Guangping
    Li, Ling
    ANNALS OF OPERATIONS RESEARCH, 2009, 168 (01) : 41 - 80
  • [8] A mathematical model of infectious diseases
    Guangping Huang
    Ling Li
    Annals of Operations Research, 2009, 168 : 41 - 80
  • [9] Mathematical modeling and analysis for controlling the spread of infectious diseases
    Tyagi, Swati
    Martha, Subash C.
    Abbas, Syed
    Debbouche, Amar
    CHAOS SOLITONS & FRACTALS, 2021, 144
  • [10] Assessing vaccine efficacy for infectious diseases with variable immunity using a mathematical model
    Al-arydah, Mo'tassem
    SCIENTIFIC REPORTS, 2024, 14 (01):