DocumentCode :
2153116
Title :
Control problems arising in cancer chemotherapy under evolving drug resistance - finite versus infinite dimensional models
Author :
Swierniak, Andrzej
Author_Institution :
Dept. of Autom. Control, Silesian Univ. of Technol., Gliwice, Poland
fYear :
2007
fDate :
2-5 July 2007
Firstpage :
3103
Lastpage :
3108
Abstract :
This paper presents comparison of two classes of systems used in modelling of cancer chemotherapy. They combine models that so far have been studied separately, taking into account both the phenomenon of gene amplification and cycle specificity in chemotherapy, in their different aspects. The methodology of analysis of such models, based on system decomposition, is discussed. In the infinite dimensional model, the mathematical description is given by an infinite number of state equations with a system matrix, which form allows decomposing the model into two interacting subsystems. While the first one, of finite dimension, can have any form, the second one is infinite dimensional and tridiagonal. The finite dimensional model on the other hand takes into account only two levels of drug resistance but it allows for more rigorous mathematical analysis. The optimal control problem is defined in l1 space.
Keywords :
cancer; drugs; genetics; multidimensional systems; optimal control; patient treatment; cancer chemotherapy; cycle specificity; drug resistance; finite dimensional model; gene amplification; infinite dimensional model; mathematical description; optimal control; rigorous mathematical analysis; state equations; system matrix; Biological system modeling; Cancer; Chemotherapy; Drugs; Immune system; Mathematical model; Resistance;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (ECC), 2007 European
Conference_Location :
Kos
Print_ISBN :
978-3-9524173-8-6
Type :
conf
Filename :
7068245
Link To Document :
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