• DocumentCode
    1775213
  • Title

    Discontinuous Galerkin optimal control for constrained nonlinear problems

  • Author

    Boucher, Randy ; Wei Kang ; Qi Gong

  • Author_Institution
    Dept. of Appl. Math., Naval Postgrad. Sch., Monterey, CA, USA
  • fYear
    2014
  • fDate
    18-20 June 2014
  • Firstpage
    84
  • Lastpage
    89
  • Abstract
    A new numerical technique is presented for solving optimal control problems. This paper introduces a direct method that calculates optimal trajectories by discretizing the system dynamics using Galerkin numerical techniques and approximates the cost function with quadrature. We show that for bang-bang optimal control problems, discontinuous element-based Galerkin techniques lead to improved solution accuracies. Also, we show that the Galerkin optimal control method has the potential to reduce the dimension of multi-scale problems. Using two examples, the Galerkin method described in this paper is shown to be a very accurate and highly versatile method.
  • Keywords
    Galerkin method; bang-bang control; function approximation; nonlinear control systems; optimal control; Galerkin numerical techniques; bang-bang optimal control problems; constrained nonlinear problems; cost function approximation; dimension reduction; discontinuous Galerkin optimal control; discontinuous element-based Galerkin techniques; multiscale problems; optimal trajectory calculation; system dynamics; Accuracy; Approximation methods; Cost function; Method of moments; Optimal control; Polynomials; Vectors; Constrained optimal control; Galerkin; pseudospectral;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control & Automation (ICCA), 11th IEEE International Conference on
  • Conference_Location
    Taichung
  • Type

    conf

  • DOI
    10.1109/ICCA.2014.6870900
  • Filename
    6870900