Multiobjective optimization to a TB-HIV/AIDS coinfection optimal control problem

被引:16
作者
Denysiuk, Roman [1 ]
Silva, Cristiana J. [2 ]
Torres, Delfim F. M. [2 ]
机构
[1] Univ Minho, Algoritmi R&D Ctr, Braga, Portugal
[2] Univ Aveiro, Ctr Res & Dev Math & Applicat CIDMA, Dept Math, P-3810193 Aveiro, Portugal
关键词
Tuberculosis; HIV; Epidemic model; Treatment strategies; Optimal control theory; Multiobjective optimization; TUBERCULOSIS MODEL; HIV-INFECTION; EPIDEMIOLOGY; DISEASE; AIDS;
D O I
10.1007/s40314-017-0438-9
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
We consider a recent coinfection model for Tuberculosis (TB), Human Immunodeficiency Virus (HIV) infection, and Acquired Immunodeficiency Syndrome (AIDS) proposed in Silva and Torres (Discr Contin Dyn Syst 35(9):4639-4663, 2015). We introduce and analyze a multiobjective formulation of an optimal control problem, where the two conflicting objectives are minimization of the number of HIV-infected individuals with AIDS clinical symptoms and coinfected with AIDS and active TB; and costs related to prevention and treatment of HIV and/or TB measures. The proposed approach eliminates some limitations of previous works. The results of the numerical study provide comprehensive insights about the optimal treatment policies and the population dynamics resulting from their implementation. Some nonintuitive conclusions are drawn. Overall, the simulation results demonstrate the usefulness and validity of the proposed approach.
引用
收藏
页码:2112 / 2128
页数:17
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