• DocumentCode
    3273420
  • Title

    The Fast Estimation Model of Project Cost Based on BP Neural Network

  • Author

    Wang Zhihong ; Wang He ; Wang Yan

  • Author_Institution
    Liaoning Tech. Univ., Huludao, China
  • fYear
    2013
  • fDate
    16-18 Jan. 2013
  • Firstpage
    1449
  • Lastpage
    1451
  • Abstract
    Estimating project cost rapidly and accurately has important practical significance for cost control. According to the basic principles of the neural network and the analysis on the characteristics of the project, six project characteristic categories are identified as neural network input variables. On the basis of the theoretical analysis, the paper brings up the model of rapid estimation of project cost based on the BP Neural Network, and several finished residence projects are selected as actual samples. Test results show that the precision meets the estimation requirements well. Therefore, the application of BP Neural Network is effective in rapid estimation of project cost.
  • Keywords
    backpropagation; costing; financial data processing; neural nets; project management; BP neural network; cost control; project cost estimation; Biological neural networks; Cost accounting; Educational institutions; Estimation; Feature extraction; Training; BP Neural Network; estimation model; project cost; rapid estimation;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Intelligent System Design and Engineering Applications (ISDEA), 2013 Third International Conference on
  • Conference_Location
    Hong Kong
  • Print_ISBN
    978-1-4673-4893-5
  • Type

    conf

  • DOI
    10.1109/ISDEA.2012.346
  • Filename
    6455552