• DocumentCode
    3414675
  • Title

    Application of LMBP Forecast Model in International Construction Claim

  • Author

    Zhou, Shujing ; Liu, Lanjing ; Wu, Chao

  • Author_Institution
    Coll. of Civil Eng., Hebei Univ. of Eng., Handan, China
  • Volume
    3
  • fYear
    2009
  • fDate
    12-14 Aug. 2009
  • Firstpage
    451
  • Lastpage
    456
  • Abstract
    Recently, international construction claim plays an important role in the management of the construction contract. In this paper, aiming at the drawbacks of traditional BP arithmetic, an improved BP neural network is introduced based on the LM arithmetic so as to accelerate the convergence speed. A forecast model of nonlinear system is set up based on the LMBP neural network by studying all of the factors which may bring on the construction claim, the possibilities in the construction claim are forecasted by the application of this network model. Finally, the simulation and practice results demonstrate the effectiveness of the method in this paper, then, a new approach is advanced for the management of construction claim to international contractors.
  • Keywords
    backpropagation; construction industry; contracts; forecasting theory; neural nets; BP arithmetic drawback; LM arithmetic; LMBP forecast model; LMBP neural network; construction contract management; international construction claim; international contractor; nonlinear system; Arithmetic; Chaos; Civil engineering; Conference management; Contracts; Educational institutions; Hybrid intelligent systems; Neural networks; Newton method; Predictive models; Forecast; International Construction Claim; LMBP; Model;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Hybrid Intelligent Systems, 2009. HIS '09. Ninth International Conference on
  • Conference_Location
    Shenyang
  • Print_ISBN
    978-0-7695-3745-0
  • Type

    conf

  • DOI
    10.1109/HIS.2009.304
  • Filename
    5254616