Optimal control of the chemotherapy of HIV

被引:355
作者
Kirschner, D [1 ]
Lenhart, S [1 ]
Serbin, S [1 ]
机构
[1] UNIV TENNESSEE, DEPT MATH, KNOXVILLE, TN 37996 USA
关键词
chemotherapy; HIV; optimal control; ordinary differential equation system;
D O I
10.1007/s002850050076
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Using an existing ordinary differential equation model which describes the interaction of the immune system with the human immunodeficiency virus (HIV), we introduce chemotherapy in an early treatment setting through a dynamic treatment and then solve for an optimal chemotherapy strategy. The control represents the percentage of effect the chemotherapy has on the viral production. Using an objective function based on a combination of maximizing benefit based on T cell counts and minimizing the systemic cost of chemotherapy (based on high drug dose/strength), we solve for the optimal control in the optimality system composed of four ordinary differential equations and four adjoint ordinary differential equations.
引用
收藏
页码:775 / 792
页数:18
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