| FANN-Based Surface Water Quality Evaluation Model and Its Application in the Shaoguan Area |
| |
| 作者姓名： | YANG Meini LI Dingfang YANG Jinbo XlONG Wei |
| |
| 作者单位： | School of Mathematics and Statistics Wuhan University，Luojia Hill Wuhan 430072 China |
| |
| 基金项目： | Supported by the National Key Research Program of China (No. 2003CCA00200)，the Open Research Foundation of State KeyLab of Water Resources and Hydropower Engineering Science(No.2005C012). |
| |
| 摘 要： | A fuzzy neural network model is proposed to evaluate water quality. The model contains two parts: first, fuzzy mathematics theory is used to standardize the samples; second, the RBF neural network and ...
|
| 关 键 词： | 模糊人工神经网络 地表水 水质评价模型 韶关地区 |
| 文章编号： | 1009-5020（2007）04-303-08 |
| 收稿时间： | 2007-09-20 |
FANN-based surface water quality evaluation model and its application in the Shaoguan area |
| |
| YANG Meini LI Dingfang YANG Jinbo XlONG Wei.FANN-Based Surface Water Quality Evaluation Model and Its Application in the Shaoguan Area[J].Geo-Spatial Information Science,2007,10(4):303-310. |
| |
| Authors: | Yang Meini Li Dingfang Yang Jinbo Xiong Wei |
| |
| Institution: | School of Mathematics and Stetistics, Wuhan University, Luojia Hill, Wuhan 430072, China |
| |
| Abstract: | A fuzzy neural network model is proposed to evaluate water quality. The model contains two parts: first, fuzzy mathematics theory is used to standardize the samples; second, the RBF neural network and the BP neural network are used to train the standardized samples. The proposed model was applied to assess the water quality of 16 sections in 9 rivers in the Shaoguan area in 2005. The evaluation result was compared with that of the RBF neural network method and the reported results in the Shaoguan area in 2005. It indicated that the performance of the proposed fuzzy neural network model is practically feasible in the application of water quality assessment and its operation is simple. |
| |
| Keywords: | fuzzy neural network RBF neural networks BP neural networks water quality evaluation |
| 本文献已被 CNKI 维普 万方数据 SpringerLink 等数据库收录！ |
