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《Urban Problems》 2007-01
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The methodology of urban ecological regulation with artificial intelligence applications

YU Ya-juan GUO Huai-cheng  
Based on the systematical analysis to the environmental problems encountered by urban development, the conception of "urban ecological regulation" (abbr. for UER) is proposed. The fundamental theory of UER includes compound ecosystem theory, self-organization theory and eco-cybernetics. Also, the research progress on UER in domestic and overseas are discussed, and the similarity and differences between domestic and oversea research are figured out. Grounded on these discussions, it is concluded that the utilization of artificial intelligence (abbr. for AI) is the trend of UER. In this paper, UER is composed of four steps: urban ecosystem simulation, ecological function partitions, ecological feedback and control, and comprehensive optimization and regulation. In the following, four AI methods, including artificial neural network, genetic algorithms, expert system and fuzzy mathematics are discussed as how AI would be used in the UER processes in turn. Finally, the immense prospect of AI in UER is expected.
【Fund】: 国家重点基础研究发展计划(973)项目(2005CB724205)
【CateGory Index】: X321
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