• DocumentCode
    3307280
  • Title

    Second order switching time optimization for time-varying nonlinear systems

  • Author

    Johnson, Elliot R. ; Murphey, Todd D.

  • Author_Institution
    Mech. Eng., Northwestern Univ., Evanston, IL, USA
  • fYear
    2009
  • fDate
    15-18 Dec. 2009
  • Firstpage
    5281
  • Lastpage
    5286
  • Abstract
    This paper presents second-order switching time optimization techniques for nonlinear time-varying systems that are piecewise second-differentiable. The techniques are based on direct analysis of flows rather than constrained optimization methods, making it possible to take higher order derivatives. The resulting algorithms also use the same number of integrations along the trajectory regardless of the number of switching times. Two examples are included-a linear example seen previously in the literature and a nonlinear example that emphasizes the fast convergence rates of second-order optimizations compared to first order techniques (e.g. convergence in 19 iterations compared to over 25,000).
  • Keywords
    nonlinear control systems; optimisation; time-varying systems; constrained optimization methods; linear example; nonlinear example; piecewise second-differentiable; second-order switching time optimization; time-varying nonlinear systems; Convergence; Cost function; Differential equations; Lagrangian functions; Newton method; Nonlinear dynamical systems; Nonlinear systems; Optimization methods; Roads; Time varying systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2009 held jointly with the 2009 28th Chinese Control Conference. CDC/CCC 2009. Proceedings of the 48th IEEE Conference on
  • Conference_Location
    Shanghai
  • ISSN
    0191-2216
  • Print_ISBN
    978-1-4244-3871-6
  • Electronic_ISBN
    0191-2216
  • Type

    conf

  • DOI
    10.1109/CDC.2009.5400282
  • Filename
    5400282