• DocumentCode
    2913858
  • Title

    Application of Takagi-Sugeon fuzzy system to regional economy modeling

  • Author

    He, Yong ; Zhu, Kejun

  • Author_Institution
    China Univ. of Geosciences, Hubei
  • fYear
    2007
  • fDate
    18-20 Nov. 2007
  • Firstpage
    974
  • Lastpage
    977
  • Abstract
    This paper applies fuzzy system to establish the input-ouput model of China´s regional economy. As the relation between production factors and economic output is nonlinear and complicated, the black-box nature can be resolved by fuzzy system. Firstly, according to Cobb-Douglas production function, select capital assets, human capital, plowland as input factors, GDP as economic output; secondly, divide 31 areas into three clusters based on economic development lever; finally, construct the Takagi-Sugeon model by fuzzy neural network, and three fuzzy if-then rules are abstracted. The result shows that the fuzzy model has better simulation precision than traditional regression, and the fuzzy rules can give valuable decision-making for regional economic growth macroscopically.
  • Keywords
    backpropagation; decision making; decision theory; economic indicators; fuzzy neural nets; fuzzy reasoning; fuzzy systems; knowledge based systems; macroeconomics; public administration; China macroscopic regional economic growth modeling; Cobb-Douglas production function; Gross Domestic Product; Takagi-Sugeon fuzzy system; backpropagation algorithm; decision making; fuzzy if-then rule reasoning; fuzzy neural network; fuzzy rule-based system; Brain modeling; Economic forecasting; Engines; Fuzzy neural networks; Fuzzy systems; Helium; Humans; Knowledge based systems; Predictive models; Production systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Grey Systems and Intelligent Services, 2007. GSIS 2007. IEEE International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-1294-5
  • Electronic_ISBN
    978-1-4244-1294-5
  • Type

    conf

  • DOI
    10.1109/GSIS.2007.4443417
  • Filename
    4443417