• DocumentCode
    592310
  • Title

    Projection-based switched system optimization: Absolute continuity of the line search

  • Author

    Caldwell, T.M. ; Murphey, Todd D.

  • Author_Institution
    Dept. of Mech. Eng., Northwestern Univ., Evanston, IL, USA
  • fYear
    2012
  • fDate
    10-13 Dec. 2012
  • Firstpage
    699
  • Lastpage
    706
  • Abstract
    The line search is considered for the problem of numerical switched system optimization using projection-based techniques. Switched system optimization may be formulated as an infinite dimensional optimal control problem where the switching control design variables are constrained to the integers. Projection-based techniques handle the integer constraint by considering an equivalent problem with unconstrained design variables but where the cost is dependent on the projection of the design variables to the constrained set of feasible switched system trajectories. This paper is concerned with the line search step of the projection-based optimization procedure. The main result provides sufficient conditions on the descent direction so that the update rule is absolutely continuous with respect to the step size.
  • Keywords
    control system synthesis; multidimensional systems; optimal control; absolute continuity; infinite dimensional optimal control problem; integer constraint; line search step; numerical switched system optimization; projection-based optimization procedure; projection-based switched system optimization; projection-based techniques; switched system trajectories; switching control design variables; unconstrained design variables; Equations; Optimization; Schedules; Switched systems; 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.2012.6426270
  • Filename
    6426270