Title :
Structure of optimal controls for a cancer chemotherapy model with PK/PD
Author :
Ledzewicz, Urszula ; Schättler, Heinz
Author_Institution :
Dept. of Math. & Stat., Southern Illinois Univ., Edwardsville, IL, USA
Abstract :
A mathematical model for cancer chemotherapy treatment with a single G2/M specific killing agent is considered as an optimal control problem. The control represents the drug dosage of a single chemotherapeutic agent and the drug dosage enters the objective linearly. In this paper, pharmacokinetic equations (PK) which model the drug´s plasma concentration and various pharmacodynamic models (PD) in terms of functions representing the concentration effects are included. It is shown that geometric properties of the PK and PD equations determine the qualitative properties of the optimal solution. Here for various models we analyze the local optimality of singular controls which correspond to treatment schedules with varying dosages at less than maximum rate.
Keywords :
cancer; optimal control; patient treatment; physiological models; cancer chemotherapy model; chemotherapeutic agent; drug dosage; drug plasma concentration; optimal controls; pharmacodynamic models; pharmacokinetic equations; Cancer; Cells (biology); Drugs; Equations; Mathematical model; Mathematics; Optimal control; Plasma chemistry; Statistics; Systems engineering and theory;
Conference_Titel :
Decision and Control, 2004. CDC. 43rd IEEE Conference on
Print_ISBN :
0-7803-8682-5
DOI :
10.1109/CDC.2004.1430235