• DocumentCode
    1743489
  • Title

    Optimal control of affine connection control systems: a variational approach

  • Author

    Fax, J. Alexander ; Murray, Richard M.

  • Author_Institution
    Dept. of Eng. & Appl. Sci., California Inst. of Technol., Pasadena, CA, USA
  • Volume
    2
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    1279
  • Abstract
    We investigate the optimal control of affine connection control systems. The formalism of the affine connection can be used to describe geometrically the dynamics of mechanical systems, including those with nonholonomic constraints. In the standard variational approach to such problems, one converts an n-dimensional second-order system into a 2n-dimensional first-order system, and uses these equations as constraints on the optimization. An alternative approach, which we develop in this paper, is to include the system dynamics as second-order constraints of the optimization, and optimize relative to variations in the configuration space. Using the affine connection, its associated tensors, and the notion of covariant differentiation, we show how variations in the configuration space induce variations in the tangent space. In this setting, we derive second-order equations having a geometric formulation parallel to that of the system dynamics. They also specialize to results found in the literature
  • Keywords
    differentiation; dynamics; optimal control; optimisation; tensors; variational techniques; affine connection control systems; configuration space; covariant differentiation; mechanical systems; nonholonomic constraints; second-order constraints; tangent space; variational approach; Constraint optimization; Control systems; Cost function; Differential equations; Geometry; Mechanical systems; Motion control; Optimal control; Tensile stress; Vehicle dynamics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
  • Conference_Location
    Sydney, NSW
  • ISSN
    0191-2216
  • Print_ISBN
    0-7803-6638-7
  • Type

    conf

  • DOI
    10.1109/CDC.2000.912031
  • Filename
    912031