Optimal bang-bang controls for a two-compartment model in cancer chemotherapy

被引:130
作者
Ledzewicz, U [1 ]
Schättler, H
机构
[1] So Illinois Univ, Dept Math & Stat, Edwardsville, IL 62026 USA
[2] Washington Univ, Dept Syst Sci & Math, St Louis, MO 63130 USA
基金
美国国家科学基金会;
关键词
optimal control; cancer chemotherapy; cell cycle; compartment models; method of characteristics; strong minima;
D O I
10.1023/A:1016027113579
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
A class of mathematical models for cancer chemotherapy which have been described in the literature take the form of an optimal control problem over a finite horizon with control constraints and dynamics given by a bilinear system. In this paper, we analyze a two-dimensional model in which the cell cycle is broken into two compartments. The cytostatic agent used as control to kill the cancer cells is active only in the second compartment where cell division occurs and the cumulative effect of the drug is used to model the negative effect of the treatment on healthy cells. It is shown that singular controls are not optimal for this model and the optimality properties of bang-bang controls are established. Specifically, transversality conditions at the switching surfaces are derived. In a nondegenerate setting, these conditions guarantee the local optimality of the flow if satisfied, while trajectories will be no longer optimal if they are violated.
引用
收藏
页码:609 / 637
页数:29
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