• DocumentCode
    2546024
  • Title

    Evaluation of sustainable development of cities in Shandong province based on fuzzy BP-ANN & GIS

  • Author

    Shan Bao-yan ; Wang Li-e

  • Author_Institution
    Sch. of Civil Eng. Shandong, Jianzhu Univ., Jinan, China
  • fYear
    2010
  • fDate
    16-18 April 2010
  • Firstpage
    41
  • Lastpage
    45
  • Abstract
    Sustainable development is regarded as the common goal of development by all the countries of the world. There are many approaches on evaluating the level of regional sustainable development. In this paper, back propagation artificial neural networks and GIS were applied to evaluate the levels of the sustainable development of 17 cities in Shandong province. Firstly, the writers choose 28 indexes belonging to 8 subsystems and 3 systems. Secondly, the writers processed the data of the 28 indexes with 2 methods according to the characteristic of each index. Thirdly, the writers evaluated the sustainable development of 17 cities in Shandong province with the method of BP-ANN by the neural network toolbox of MATLAB7.0, and showed the location of cities of different levels of sustainable development with ARCVIEW3.2. The results show that the high level cities locate along the Jiaoji railway and the east coast and that the low level ones locate at southwest and northwest of the province.
  • Keywords
    backpropagation; environmental science computing; fuzzy neural nets; geographic information systems; mathematics computing; sustainable development; ARCVIEW 3.2; GIS; Jiaoji railway; MATLAB 7.0; Shandong province; fuzzy back propagation artificial neural networks; neural network toolbox; regional sustainable development; Artificial neural networks; Biological system modeling; Cities and towns; Computer languages; Geographic Information Systems; Mathematical model; Multi-layer neural network; Neural networks; Neurons; Sustainable development; Back Propagation Artificial Neural Network; Geographic Information System; Shandong Province; Sustainable Development;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Management and Engineering (ICIME), 2010 The 2nd IEEE International Conference on
  • Conference_Location
    Chengdu
  • Print_ISBN
    978-1-4244-5263-7
  • Electronic_ISBN
    978-1-4244-5265-1
  • Type

    conf

  • DOI
    10.1109/ICIME.2010.5477719
  • Filename
    5477719