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文章基本信息

  • 标题:Model of land suitability evaluation based on computational intelligence
  • 本地全文:下载
  • 作者:Limin Jiao ; Yaolin Liu
  • 期刊名称:Geo-spatial Information Science
  • 印刷版ISSN:1009-5020
  • 电子版ISSN:1993-5153
  • 出版年度:2007
  • 卷号:10
  • 期号:2
  • 页码:151-156
  • DOI:10.1007/s11806-007-0053-9
  • 出版社:Taylor and Francis Ltd
  • 摘要:A novel model of land suitability evaluation is built based on computational intelligence (CI). A fuzzy neural network (FNN) is constructed by the integration of fuzzy logic and artificial neural network (ANN). The structure and process of this network is clear. Fuzzy rules (knowledge) are expressed in the model explicitly, and can be self-adjusted by learning from samples. Genetic algorithm (GA) is employed as the learning algorithm to train the network, and makes the training of the model efficient. This model is a self-learning and self-adaptive system with a rule set revised by training.
  • 关键词:land suitability evaluation; computational intelligence; fuzzy neural network; genetic algorithm
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