• DocumentCode
    728198
  • Title

    Optimization of a class of nonlinear switched systems with fixed-levels control inputs

  • Author

    Azhmyakov, Vadim ; Cabrera Martinez, Javier ; Poznyak, Alexander ; Rodriguez Serrezuela, Ruthber

  • Author_Institution
    Fac. of Electron., Biomed. Eng. & Mechatron., Univ. of Antonio Narino, Neiva, Colombia
  • fYear
    2015
  • fDate
    1-3 July 2015
  • Firstpage
    1770
  • Lastpage
    1775
  • Abstract
    This paper is devoted to a consistent numerical method for Optimal Control Problems (OCPs) associated with a specific class of nonlinear systems. We study dynamic models equipped with the piecewise constant (fixed-level) control inputs. The presented formalism also includes some switched dynamic models. We develop an implementable control algorithm for the above-mentioned classes of switched-type OCPs, study convexity characteristics and discuss some key properties of the proposed numeric scheme. We also consider a computational example. The computational scheme we propose is based on the Armijo-type projected gradient methodology.
  • Keywords
    gradient methods; nonlinear control systems; optimal control; optimisation; switching systems (control); Armijo-type projected gradient methodology; convexity characteristics; fixed-levels control inputs; implementable control algorithm; nonlinear switched systems; numerical method; optimal control problems; optimization; piecewise constant fixed-level control inputs; switched dynamic models; switched-type OCPs; Convergence; Convolution; Gradient methods; Optimal control; Switches;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    American Control Conference (ACC), 2015
  • Conference_Location
    Chicago, IL
  • Print_ISBN
    978-1-4799-8685-9
  • Type

    conf

  • DOI
    10.1109/ACC.2015.7170989
  • Filename
    7170989