• DocumentCode
    3233932
  • Title

    Prediction of Investment on Inventory Clearance Based on Improved BP Neural Network

  • Author

    Lican, Huang ; Yuhong, Zhao ; Xin, Xu ; Fan, Fu

  • Author_Institution
    Coll. of Inf. & Electron., Zhejiang Sci-Tech Univ., Hangzhou, China
  • fYear
    2010
  • fDate
    21-24 Oct. 2010
  • Firstpage
    73
  • Lastpage
    75
  • Abstract
    In recent years, BP neural network is widely used in the field of nonlinear prediction. This paper proposes a variable step size BP algorithm for forecast of investment on inventory clearance and the framework to improve prediction accuracy and reduce investment risks.
  • Keywords
    backpropagation; forecasting theory; inventory management; investment; neural nets; production engineering computing; BP neural network; inventory clearance; investment forecasting; investment prediction; investment risks; variable step size BP algorithm; Artificial neural networks; Convergence; Investments; Planning; Prediction algorithms; Predictive models; Training; BP neural network; Inventory Clearance; Investment Forecast;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Networking and Distributed Computing (ICNDC), 2010 First International Conference on
  • Conference_Location
    Hangzhou
  • Print_ISBN
    978-1-4244-8382-2
  • Type

    conf

  • DOI
    10.1109/ICNDC.2010.24
  • Filename
    5645403
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3233932