• DocumentCode
    475989
  • Title

    Application research on BP artificial neural network and LM algorithms in the fixed assets investment performance evaluation

  • Author

    Li, Rong-ping ; Liu, Tao

  • Author_Institution
    Coll. of Econ. & Manage., Hebei Univ. of Sci. & Technol., Shijiazhuang
  • Volume
    2
  • fYear
    2008
  • fDate
    12-15 July 2008
  • Firstpage
    744
  • Lastpage
    749
  • Abstract
    The paper provides a new idea on improving the calculating speed of the complex economic system evaluation by adopting the LM algorithms based on BP artificial neural network. It deeply discusses the concrete implementation process of LM and BP algorithms by using the comprehensive economic performance evaluation on fixed assets invest economic performance module as the example, and carries on the systematic analysis on the fixed assets investment performance of the whole country 31 provinces, cities and autonomous region according to the evaluation result. The result shows that LM and BP algorithms to comprehensively evaluate the similar, uncertain, even self-contradict indexes have very strong practicability.
  • Keywords
    backpropagation; investment; neural nets; BP artificial neural network; LM algorithm; complex economic system evaluation; economic performance evaluation; fixed assets investment performance evaluation; Artificial neural networks; Asset management; Elasticity; Employment; Environmental economics; Investments; Machine learning; Nonhomogeneous media; Performance analysis; Production; BP Neural Network; Evaluation Method; Fixed Assets; Investment Performance; The Evaluation Index System;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Machine Learning and Cybernetics, 2008 International Conference on
  • Conference_Location
    Kunming
  • Print_ISBN
    978-1-4244-2095-7
  • Electronic_ISBN
    978-1-4244-2096-4
  • Type

    conf

  • DOI
    10.1109/ICMLC.2008.4620503
  • Filename
    4620503