DocumentCode
2078057
Title
Analysis of a class of optimal control problems arising in cancer chemotherapy
Author
Ledzewicz, Urszula ; Schättler, Heinz
Author_Institution
Dept. of Math. & Stat., Southern Illinois Univ., Edwardsville, IL, USA
Volume
5
fYear
2002
fDate
2002
Firstpage
3460
Abstract
A class of mathematical models for cancer chemotherapy take the form of an optimal control problem over a fixed horizon with dynamics given by a bilinear system and objective linear in the control. In this paper we give results on local optimality of controls for both a two- and three-dimensional model. The main control in both models is a killing agent which is active during cell-division. The three-dimensional model also considers a blocking agent which slows down the growth of the cells during synthesis. The cumulative effect of the killing agent is used to model the negative effect of the treatment on healthy cells. It is shown that singular controls are not optimal for these models and optimality properties of bang-bang controls are established. Specifically, transversality conditions at the switching surfaces are derived which in a nondegenerate setting guarantee the local optimality of the flow if satisfied while they eliminate optimality of the trajectories if violated.
Keywords
bang-bang control; bilinear systems; cancer; control system analysis; optimal control; patient treatment; physiological models; 2D model; 3D model; bang-bang controls; bilinear system dynamics; blocking agent; cancer chemotherapy; cell growth retardation; cell-division; fixed horizon optimal control problem analysis; killing agent; linear objective function; Bang-bang control; Biological system modeling; Cancer; Computational biology; Mathematical model; Mathematics; Nonlinear systems; Optimal control; Statistics; Surface treatment;
fLanguage
English
Publisher
ieee
Conference_Titel
American Control Conference, 2002. Proceedings of the 2002
ISSN
0743-1619
Print_ISBN
0-7803-7298-0
Type
conf
DOI
10.1109/ACC.2002.1024462
Filename
1024462
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