OPTIMAL CONTROL PROBLEM OF A TUBERCULOSIS MODEL WITH SPATIAL DYNAMICS

被引:2
|
作者
Ben Rhila, Soukaina [1 ]
Rachik, Mostafa [1 ]
机构
[1] Hassan II Univ Casablanca, Fac Sci Ben MSik, Lab Anal Modelling & Simulat, Dept Math & Comp Sci, BP 7955, Casablanca, Morocco
关键词
spatiotemporal SEIR model; tuberculosis; chemoprophylaxis; treatment; optimal control; MULTISPECIES EPIDEMIC MODEL; TRANSMISSION MODEL; REINFECTION; EBOLA;
D O I
10.28919/cmbn/4438
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Tuberculosis is an ancient contagious disease, and it causes more deaths worldwide than any other infectious diseases. Based on the fact that it is spread from person to person through the air, the tuberculosis can emerge in one region and spread to its neighbors in unprecedented durations. we propose here a SusceptibleExposed-Infected-Recovered (SEIR) spatiotemporal model that characterizes the dynamics of tuberculosis disease by taking into consideration the spatial heterogeneity; in order to provide a realistic description of this disease. Then, controls on treatment, chemoprophylaxis are incorporated to reduce the latently infected (exposed) and actively infected individual populations to fight against the spread of the disease. Theoretically, we have proved the existence of optimal controls, and we have given a characterization of controls in terms of states and adjoint functions based on a discrete version of Pontryagin's maximum principle. To illustrate the effectiveness of our theoretical results, we give numerical simulations for several scenarios. Our results indicate that the control effect is effective if controls on treatment and chemoprophylaxis strategies are used simultaneously.
引用
收藏
页码:1 / 12
页数:21
相关论文
共 50 条
  • [41] Optimal Control Problem for an Electoral Behavior Model
    Balatif, Omar
    El Hia, Mohamed
    Rachik, Mostafa
    DIFFERENTIAL EQUATIONS AND DYNAMICAL SYSTEMS, 2023, 31 (01) : 233 - 250
  • [42] Optimal control as a graphical model inference problem
    Kappen, Hilbert J.
    Gomez, Vicenc
    Opper, Manfred
    MACHINE LEARNING, 2012, 87 (02) : 159 - 182
  • [43] On an optimal control problem of the Leray-α model
    Hacat, Guelnur
    cibik, Aytekin
    Yilmaz, Fikriye
    Kaya, Songuel
    JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS, 2024, 436
  • [44] A Model of Incentive Wages as an Optimal Control Problem
    Aleksandrova, E. A.
    Anikin, S. A.
    BULLETIN OF THE SOUTH URAL STATE UNIVERSITY SERIES-MATHEMATICAL MODELLING PROGRAMMING & COMPUTER SOFTWARE, 2014, 7 (04): : 22 - 35
  • [45] An Optimal Control Problem Related to the RSS Model
    Zaslavski, Alexander J.
    MATHEMATICS, 2023, 11 (17)
  • [46] Optimal control as a graphical model inference problem
    Hilbert J. Kappen
    Vicenç Gómez
    Manfred Opper
    Machine Learning, 2012, 87 : 159 - 182
  • [47] Optimal Control Problem for an Electoral Behavior Model
    Omar Balatif
    Mohamed El Hia
    Mostafa Rachik
    Differential Equations and Dynamical Systems, 2023, 31 : 233 - 250
  • [48] Optimal Control of a Population Dynamics Model with Hysteresis
    Chen, Bin
    Timoshin, Sergey A.
    ACTA MATHEMATICA SCIENTIA, 2022, 42 (01) : 283 - 298
  • [49] OPTIMAL CONTROL OF A POPULATION DYNAMICS MODEL WITH HYSTERESIS
    陈斌
    Sergey A.TIMOSHIN
    ActaMathematicaScientia, 2022, 42 (01) : 283 - 298
  • [50] Optimal control of a population dynamics model with hysteresis
    Bin Chen
    Sergey A. Timoshin
    Acta Mathematica Scientia, 2022, 42 : 283 - 298