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文章基本信息

  • 标题:The application of BP networks to land suitability evaluation
  • 本地全文:下载
  • 作者:Liu Yanfang ; Jiao Limin
  • 期刊名称:Geo-spatial Information Science
  • 印刷版ISSN:1009-5020
  • 电子版ISSN:1993-5153
  • 出版年度:2002
  • 卷号:5
  • 期号:1
  • 页码:55-61
  • DOI:10.1007/BF02863495
  • 出版社:Taylor and Francis Ltd
  • 摘要:The back propagation (BP) model of artificial neural networks (ANN) has many good qualities comparing with ordinary methods in land suitability evaluation. Through analyzing ordinary methods’ limit tions, some sticking points of BP model used in land evaluation, such as network structure, learning algorithm, etc., are discussed in detail, The land evaluation of Qionghai city is used as a case study. Fuzzy comprehensive assessment method was also employed in this evaluation for validating and comparing.
  • 关键词:ANN; BP networks; BP algorithm; land suitability evaluation
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