DocumentCode :
2575462
Title :
Bifurcation of singular arcs in an optimal control problem for cancer immune system interactions under treatment
Author :
Ledzewicz, Urszula ; Naghnaeian, Mohammad ; Schättler, Heinz
Author_Institution :
Dept. of Math. & Stat., Southern Illinois Univ., Edwardsville, IL, USA
fYear :
2010
fDate :
15-17 Dec. 2010
Firstpage :
7039
Lastpage :
7044
Abstract :
A mathematical model for cancer treatment that includes immunological activity is considered as an optimal control problem. In the uncontrolled system there exist both a region of benign and of malignant cancer growth separated by the stable manifold of a saddle point. The aim of treatment is to move an initial condition that lies in the malignant region into the region of benign growth. In our formulation of the objective a penalty term is included that approximates this separatrix by its tangent space and minimization of the objective is tantamount to moving the state of the system across this boundary. In this paper, for various values of a parameter that describes the relative effectiveness of the killing action of a cytotoxic drug on cancer cells and the immunocompetent cell density, the existence and optimality of a singular arc is analyzed. The question of existence of optimal controls and the structure of near-optimal protocols that move the system into the region of attraction of the benign stable equilibrium is discussed.
Keywords :
bifurcation; biocontrol; cancer; cellular biophysics; optimal control; patient treatment; cancer treatment; cytotoxic drug; immunological activity; malignant cancer growth; optimal control problem; singular arc bifurcation; stable equilibrium; Cancer; Equations; Immune system; Manifolds; Mathematical model; Optimal control; Tumors;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Decision and Control (CDC), 2010 49th IEEE Conference on
Conference_Location :
Atlanta, GA
ISSN :
0743-1546
Print_ISBN :
978-1-4244-7745-6
Type :
conf
DOI :
10.1109/CDC.2010.5717621
Filename :
5717621
Link To Document :
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