Modelling Optimal Control of In-Host HIV Dynamics Using Different Control Strategies

被引:16
|
作者
Ngina, Purity [1 ]
Mbogo, Rachel Waema [1 ]
Luboobi, Livingstone S. [1 ]
机构
[1] Strathmore Univ, Strathmore Inst Math Sci, POB 59857-00200, Nairobi, Kenya
关键词
INHIBITORS; THERAPY;
D O I
10.1155/2018/9385080
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
HIV is one of the major causes of deaths, especially in Sub-Saharan Africa. In this paper, an in vivo deterministic model of differential equations is presented and analyzed for HIV dynamics. Optimal control theory is applied to investigate the key roles played by the various HIV treatment strategies. In particular, we establish the optimal strategies for controlling the infection using three treatment regimes as the system control variables. We have applied Pontryagin's Maximum Principle in characterizing the optimality control, which then has been solved numerically by applying the Runge-Kutta forth-order scheme. The numerical results indicate that an optimal controlled treatment strategy would ensure significant reduction in viral load and also in HIV transmission. It is also evident from the results that protease inhibitor plays a key role in virus suppression; this is not to underscore the benefits accrued when all the three drug regimes are used in combination.
引用
收藏
页数:18
相关论文
共 50 条
  • [21] CONTROL OF DC MOTOR USING DIFFERENT CONTROL STRATEGIES
    Alasooly, Hedaya
    Redha, Mohammed
    POWER CONTROL AND OPTIMIZATION, 2010, 1239 : 111 - 119
  • [23] Measles dynamics on network models with optimal control strategies
    Xue, Yuyi
    Ruan, Xiaoe
    Xiao, Yanni
    ADVANCES IN DIFFERENCE EQUATIONS, 2021, 2021 (01)
  • [24] Measles dynamics on network models with optimal control strategies
    Yuyi Xue
    Xiaoe Ruan
    Yanni Xiao
    Advances in Difference Equations, 2021
  • [25] Optimal Control Analysis of Treatment Strategies of the Dynamics of Cholera
    Abubakar, Sani Fakai
    Ibrahim, M. O.
    JOURNAL OF OPTIMIZATION, 2022, 2022
  • [26] Sliding mode dynamics and optimal control for HIV model
    Shi, Dan
    Ma, Shuo
    Zhang, Qimin
    MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 20 (04) : 7273 - 7297
  • [27] Modelling of Lift Control Strategies Using AnyLogic
    Lupin, Sergey
    Lin, Kyaw Kyaw
    Thant Sin, Si Thu
    Tun, Hein
    Vagapov, Yuriy
    PROCEEDINGS OF THE 18TH MEDITERRANEAN ELECTROTECHNICAL CONFERENCE MELECON 2016, 2016,
  • [28] Optimal control strategies under different feedback schedules
    Khan, MA
    Elliott, D
    Coull, J
    Chua, R
    Lyons, J
    JOURNAL OF SPORT & EXERCISE PSYCHOLOGY, 2001, 23 : S52 - S52
  • [29] A different approach of optimal control on an HIV immunology model
    Roshanfekr, Masoud
    Farahi, Mohammad Hadi
    Rahbarian, Raheleh
    AIN SHAMS ENGINEERING JOURNAL, 2014, 5 (01) : 213 - 219
  • [30] Mathematical model and analysis for within-host dynamics of the malaria parasite infection with optimal control strategies
    Ahmed, Jemal Muhammed
    Tilahun, Getachew Teshome
    Degefa, Shambel Tedesse
    RESULTS IN CONTROL AND OPTIMIZATION, 2024, 16