• 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 N -dimensional cube contained in the N -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 X -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