DocumentCode
819321
Title
Optimal control of multiplicative control systems arising from cancer therapy
Author
Bahrami, K. ; Kim, M.
Author_Institution
Jet Propulsion Laboratory, Pasadena, CA, USA
Volume
20
Issue
4
fYear
1975
fDate
8/1/1975 12:00:00 AM
Firstpage
537
Lastpage
542
Abstract
This study deals with ways of curtailing the vapid growth of cancer cell populations. The performance functional that measures the size of the population at the terminal time as well as the control effort is devised. With use of the discrete maximum principle, the Hamiltonian for this problem is determined and the condition for optimal solutions are developed. The optimal strategy is shown to be a bang-bang control. It is shown that the optimal control for this problem must be on the vertices of an
-dimensional cube contained in the
-dimensional Euclidean space. An algorithm for obtaining a local minimum of the performance function in an orderly fashion is developed. Application of the algorithm to the design of antitumor drug and
-irradiation schedule is discussed.
-dimensional cube contained in the
-dimensional Euclidean space. An algorithm for obtaining a local minimum of the performance function in an orderly fashion is developed. Application of the algorithm to the design of antitumor drug and
-irradiation schedule is discussed.Keywords
Bang-bang control; Bilinear systems, discrete-time; Biological control systems; Tumors; Algorithm design and analysis; Bang-bang control; Cancer; Control systems; Medical treatment; Optimal control; Scheduling algorithm; Size control; Size measurement; Time measurement;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1975.1101019
Filename
1101019
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