DocumentCode :
1300801
Title :
Periodic optimization of a class of bilinear systems with application to control of cell proliferation and cancer therapy
Author :
Sundareshan, Malur K. ; Fundakowski, Richard S.
Author_Institution :
Dept. of Electr. & Comput. Eng., Arizona Univ., Tucson, AZ, USA
Issue :
1
fYear :
1985
Firstpage :
102
Lastpage :
115
Abstract :
The authors are concerned with the optimization of a class of bilinear systems under an exponential stability constraint by periodic control functions. Such problems arise in many practical applications, a typical one being the design of optimal strategies for cancer chemotherapy by a suitable control of the proliferation kinetics of cell populations. To provide a focus to the approach used for optimization and the utility of periodic controls, this particular application is discussed in detail. An integration of a pharmacokinetic model with a multicompartmental model for cell proliferation is made. This is done in order to obtain a mathematical formulation of the problem of designing treatment strategies as a parameter optimization problem of determining the optimal dose and the optimal period for minimizing the total quantity of drug administered (and hence the host toxicity) under a specified rate of cure constraint. A procedure for solving this problem is developed, and an illustration is made by designing strategies for administering the phase-specific drug ara-c on L1210 leukemia.
Keywords :
biocybernetics; cellular transport and dynamics; patient treatment; L1210 leukemia; bilinear systems; cancer therapy; cell proliferation control; drug administration; multicompartmental model; optimal dose; optimization; pharmacokinetic model; Cancer; Drugs; Nonlinear systems; Optimization; Sociology; Statistics; Tumors;
fLanguage :
English
Journal_Title :
Systems, Man and Cybernetics, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9472
Type :
jour
DOI :
10.1109/TSMC.1985.6313398
Filename :
6313398
Link To Document :
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