• 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