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Application of artificial neural network in complex systems of regional sustainable development

  • Key Lab. of Geographical Info. Sci.
  • University of Salford

科研成果: 期刊稿件文章同行评审

摘要

Meeting the challenge of sustainable development requires substantial advances in understanding the interaction of natural and human systems. The dynamics of regional sustainable development could be addressed in the context of complex system thinking. Three features of complex systems are that they are uncertain, non-linear and self-organizing. Modeling regional development requires a consideration of these features. This paper discusses the feasibility of using the artificial neural networt(ANN) to establish an adjustment prediction model for the complex systems of sustainable development (CSSD). Shanghai Municipality was selected as the research area to set up the model, from which reliable prediction data were produced in order to help regional development planning. A new approach, which could help to manage regional sustainable development, is then explored.

源语言英语
页(从-至)1-8
页数8
期刊Chinese Geographical Science
14
1
DOI
出版状态已出版 - 2004
已对外发布

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