文章基本信息

标题：The application of BP networks to land suitability evaluation
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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