• DocumentCode
    1811778
  • Title

    Application of memetic algorithm in control of linear inverted pendulum

  • Author

    Zhang, Jing ; Zhang, Lixiang ; Xie, Jing

  • Author_Institution
    Eng. Coll., Shanxi Univ., Taiyuan, China
  • fYear
    2011
  • fDate
    15-17 Sept. 2011
  • Firstpage
    103
  • Lastpage
    107
  • Abstract
    The inverted pendulum is a kind of system with multi-variables, non-linearity, strong coupling and instinct instability, for which efficient and effective control strategies are needed to keep the pendulum stable at the position of dynamic balance. This paper applies memetic algorithm (MA) to obtain the optimal parameter settings for the LQR controller for the inverted pendulum system. By contrast with the results of the traditional LQR controlling system, a conclusion could be drawn that MA performs better in terms of effectiveness.
  • Keywords
    control nonlinearities; linear systems; nonlinear control systems; optimal control; stability; LQR controller; instinct instability; linear inverted pendulum; memetic algorithm; multivariables; nonlinearity; optimal parameter; strong coupling; Algorithm design and analysis; Genetic algorithms; Heuristic algorithms; Mathematical model; Memetics; Optimization; Real time systems; MA (Memetic Algorithm); linear inverted pendulum; the parameter optimizing of LQR controller;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Cloud Computing and Intelligence Systems (CCIS), 2011 IEEE International Conference on
  • Conference_Location
    Beijing
  • Print_ISBN
    978-1-61284-203-5
  • Type

    conf

  • DOI
    10.1109/CCIS.2011.6045041
  • Filename
    6045041