• DocumentCode
    550722
  • Title

    Impulsive control method based on improved differential evolution algorithm

  • Author

    Zhao Juan ; Cai Tao ; Deng Fang ; Yang Hongwei

  • Author_Institution
    Sch. of Autom., Beijing Inst. of Technol., Beijing, China
  • fYear
    2011
  • fDate
    22-24 July 2011
  • Firstpage
    3777
  • Lastpage
    3781
  • Abstract
    In this paper, a new strategy based on impulsive control model of high speed roller is proposed. To make the roller hit the specified target, the strategy is summarized as an optimal control model calculating required number of impulses, the igniting time and phase of each impulse, and also an improved Differential Evolution (DE) Algorithm is adopted to resolve. It is too difficult to solve the orderliness of igniting time by Basic DE, so a Mapping Differential Evolution Algorithm (MDE) is proposed, which maps the sorting time variables to random coefficient range[0,1]. In addition, a DE with self-adapting parameter is used to accelerate the convergence rate. Simulation results show the high accuracy of high speed roller with the method.
  • Keywords
    differential equations; ignition; optimal control; rolling; MDE; high speed roller; igniting time; improved differential evolution algorithm; impulsive control; mapping differential evolution algorithm; optimal control; Automation; Conferences; Field-flow fractionation; Mechatronics; Optimal control; Optimization; Sorting; Differential Evolution Algorithm; Impulsive Control; Mapping; Optimal Control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Conference (CCC), 2011 30th Chinese
  • Conference_Location
    Yantai
  • ISSN
    1934-1768
  • Print_ISBN
    978-1-4577-0677-6
  • Electronic_ISBN
    1934-1768
  • Type

    conf

  • Filename
    6001061