• 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