A New Mathematical Modeling with Optimal Control Strategy for the Dynamics of Population of Diabetics and Its Complications with Effect of Behavioral Factors

被引:17
作者
Kouidere, Abdelfatah [1 ]
Labzai, Abderrahim [1 ]
Ferjouchia, Hanane [1 ]
Balatif, Omar [2 ]
Rachik, Mostafa [1 ]
机构
[1] Hassan II Univ, Fac Sci Ben MSik, Dept Math & Comp Sci, Lab Anal Modeling & Simulat, Casablanca, Morocco
[2] Chouaib Doukkali Univ, Fac Sci El Jadida, Dept Math, Lab Dynam Syst,Math Engn Team INMA, El Jadida, Morocco
关键词
MATLAB - Optimal control systems;
D O I
10.1155/2020/1943410
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We propose an optimal control strategy by conducting awareness campaigns for diabetics about the severity of complications of diabetes and the negative impact of an unbalanced lifestyle and the surrounding environment, as well as treatment and psychological follow-up. Pontryagin's maximum principle is used to characterize the optimal controls, and the optimality system is solved by an iterative method. Finally, some numerical simulations are performed to verify the theoretical analysis using MATLAB.
引用
收藏
页数:12
相关论文
共 25 条
  • [1] Balatif O., 2015, INT J SCI INNOVATIVE, V3, P22
  • [2] On Lagrange duality theory for dynamics vaccination games
    Barbagallo, Annamaria
    Ragusa, Maria Alessandra
    [J]. RICERCHE DI MATEMATICA, 2018, 67 (02) : 969 - 982
  • [3] Birkho G., 1989, ORDINARY DIFFERENTIA, V4
  • [4] A population model of diabetes and pre-diabetes
    Boutayeb, A.
    Chetouani, A.
    [J]. INTERNATIONAL JOURNAL OF COMPUTER MATHEMATICS, 2007, 84 (01) : 57 - 66
  • [5] Boutayeb W, 2015, LECT N BIOINFORMAT, V9043, P589, DOI 10.1007/978-3-319-16483-0_57
  • [6] Boyce W. E., 2009, SYSTEMS 1 ORDER LINE
  • [7] A novel fast-slow model of diabetes progression: Insights into mechanisms of response to the interventions in the Diabetes Prevention Program
    De Gaetano, Andrea
    Hardy, Thomas Andrew
    [J]. PLOS ONE, 2019, 14 (10):
  • [8] Derouich M., 2014, APPL MATH SCI, V8, P2773, DOI [10.12988/ams.2014.43155, DOI 10.12988/AMS.2014.43155]
  • [9] A Discrete Mathematical Modeling and Optimal Control of the Rumor Propagation in Online Social Network
    El Bhih, Amine
    Ghazzali, Rachid
    Ben Rhila, Soukaina
    Rachik, Mostafa
    El Alami Laaroussi, Adil
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2020, 2020
  • [10] A Spatiotemporal Prey-Predator Discrete Model and Optimal Controls for Environmental Sustainability in the Multifishing Areas of Morocco
    El Bhih, Amine
    Benfatah, Youssef
    Ben Rhila, Soukaina
    Rachik, Mostafa
    El Alami Laaroussi, Adil
    [J]. DISCRETE DYNAMICS IN NATURE AND SOCIETY, 2020, 2020