• DocumentCode
    592660
  • Title

    A geometric analysis of bang-bang extremals in optimal control problems for combination cancer chemotherapy

  • Author

    Schattler, Heinz ; Ledzewicz, Urszula ; Dehkordi, S.M. ; Reisi, M.

  • Author_Institution
    Dept. of Electr. & Syst. Eng., Washington Univ., St. Louis, MO, USA
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    7691
  • Lastpage
    7696
  • Abstract
    Cell-cycle specific compartmental models for the growth of cancer cells under combination chemotherapies are considered as multi-input optimal control problems over a fixed therapy interval. The controls are the dose rates of various chemotherapeutic agents, such as cytotoxic (killing) and cytostatic (blocking) drugs or recruiting agents. Singular controls are not optimal for the models under consideration and thus bang-bang controls become the natural candidates for optimality. We use a geometric approach based on the construction of a field of bang-bang extremals to determine the strong local optimality of extremals. If the flows of trajectories at a junction cross the switching surface transversally (transversal crossing), then local optimality is retained while it ceases if the two flows cross the switching surface in opposite directions (transversal folds). In the latter case, switching points are conjugate points for the combined flow. A simple algorithm will be described that allows us to verify if a junction is a transversal crossing or fold.
  • Keywords
    bang-bang control; cancer; geometry; medical control systems; optimal control; patient treatment; bang-bang controls; bang-bang extremals; cancer cells; cancer chemotherapy combination; cell cycle specific compartmental models; chemotherapeutic agents; fixed therapy interval; geometric analysis; multiinput optimal control problems; optimal control problems; switching surface; transversal crossing; Cancer; Drugs; Equations; Optimal control; Switches; Trajectory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
  • Conference_Location
    Maui, HI
  • ISSN
    0743-1546
  • Print_ISBN
    978-1-4673-2065-8
  • Electronic_ISBN
    0743-1546
  • Type

    conf

  • DOI
    10.1109/CDC.2012.6427077
  • Filename
    6427077