Urban Land Suitability Evaluation Based on BP Network

被引:0
|
作者
Wang, Yan [1 ]
Cao, Junru [1 ]
Song, Zhenbai [1 ]
Wu, Peilin [2 ]
机构
[1] Shandong Univ Technol, Sch Architectural Engn, Zibo, Peoples R China
[2] Shandong Univ, Sch Bussiness Stud, Weihai, Peoples R China
关键词
geographic information system (GIS); artificial neural network (ANN); BP network; suitability evaluation;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The artificial neural network (ANN) is a frontier theory of complex non-linearity scientific and artificial intelligence science. At present, the theory is seldom used for urban land suitability evaluation. It is a new method that combines geographic information system (GIS) and artificial neural network technology together. In order to evaluate urban land suitability properly, a new analysis index system is put forward in this paper. According to the index system, taking Jinan as an example, and based on the GIS platform, we have evaluated the urban land suitability using the BP neural network model. The result shows that the simulated urban land suitability of Jinan, divided into 6 types, is accurate and effective.
引用
收藏
页码:1070 / +
页数:2
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