• DocumentCode
    3497703
  • Title

    Algorithm for optimal mode-scheduling in switched-mode hybrid dynamical systems

  • Author

    Wardi, Yorai ; Egerstedt, Magnus

  • Author_Institution
    Sch. of Electr. & Comput., Georgia Inst. of Technol., Atlanta, GA, USA
  • fYear
    2010
  • fDate
    17-20 Nov. 2010
  • Abstract
    This paper proposes an algorithm for optimal mode scheduling in switched-mode hybrid dynamical systems. The variable parameter consists of the sequence of modes and the switching times between them, and the cost criterion has the form of an integral of a suitable cost function over the state trajectory. The sequencing variable is discrete and hence the problem cannot be solved by standard optimal control techniques. Furthermore, as it is common in optimal scheduling, the problem may be NP hard. In order to ensure computability we replace global optimality by a suitable notion of suboptimality that reflects local minima of schedules. We propose an effective algorithm, prove its convergence, and demonstrate it on an example.
  • Keywords
    computability; nonlinear dynamical systems; optimal control; scheduling; time-varying systems; NP hard; cost function; optimal control techniques; optimal mode scheduling; state trajectory; switched-mode hybrid dynamical systems; Convergence; Cost function; Heuristic algorithms; Optimal control; Optimal scheduling; Schedules; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electrical and Electronics Engineers in Israel (IEEEI), 2010 IEEE 26th Convention of
  • Conference_Location
    Eliat
  • Print_ISBN
    978-1-4244-8681-6
  • Type

    conf

  • DOI
    10.1109/EEEI.2010.5662207
  • Filename
    5662207