• DocumentCode
    691611
  • Title

    Structural Reliability Analysis Based on Imperialist Competitive Algorithm

  • Author

    Hao Yan ; Meng Guang-Wei ; Zhou Zhen-Ping ; Li Feng

  • Author_Institution
    Coll. of Mech. Sci. & Eng, Jilin Univ., Changchun, China
  • fYear
    2013
  • fDate
    6-7 Nov. 2013
  • Firstpage
    570
  • Lastpage
    574
  • Abstract
    A structural reliability analysis model based on the imperialist competitive algorithm (ICA) is proposed. The reliability index defined by Hasofer and Lind is usually solved by iteration methods, or Monte Carlo simulation in practical work. However, it can also be expressed as a nonlinear constraint optimization problem. The ICA is a socio-political evolutionary algorithm which is good at finding the global optimum without the computation of gradients. This model uses the penalty function method to deal with the constraint function which is changed from the equality constraint to the inequality one. Two numerical examples verify the high precision and good feasibility of the model.
  • Keywords
    Monte Carlo methods; evolutionary computation; optimisation; reliability; structural engineering; ICA; Monte Carlo simulation; constraint function; equality constraint; imperialist competitive algorithm; iteration methods; nonlinear constraint optimization problem; penalty function method; reliability index; socio-political evolutionary algorithm; structural reliability analysis model; Algorithm design and analysis; Indexes; Random variables; Reliability engineering; Safety; Vectors; Fusing Frame Images; dynamic gesture recognition; human-computer interaction;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent Systems Design and Engineering Applications, 2013 Fourth International Conference on
  • Conference_Location
    Zhangjiajie
  • Print_ISBN
    978-1-4799-2791-3
  • Type

    conf

  • DOI
    10.1109/ISDEA.2013.535
  • Filename
    6843512