| 径向基函数网络在平原河网水质评价中的应用 |
| |
| 引用本文： | 丁涛,郑君,于普兵. 径向基函数网络在平原河网水质评价中的应用[J]. 浙江水利水电专科学校学报, 2007, 19(2): 1-3 |
| |
| 作者姓名： | 丁涛 郑君 于普兵 |
| |
| 作者单位： | 浙江省水利河口研究院,浙江,杭州,310020 |
| |
| 摘 要： | 利用MatLab神经网络工具箱构建了径向基函数神经网络(RBF-ANN)模型,并用于平原河网和水库的水质评价.该模型以国家地表水环境质量标准(GB 3838-2002)为依据,随机生成网络的训练样本集,对网络进行学习,并将训练好的网络模型应用于温黄平原河网和境内水库的水质评价.结果表明,基于径向基函数网络的水质评价模型是合理、简便和快速的.
|
| 关 键 词： | 径向基函数网络 水质评价 |
| 文章编号： | 1008-536X（2007）02-0001-03 |
| 修稿时间： | 2007-01-10 |
A Radial Basis Function Artificial Neural Network Model for Water Quality Evaluation in Plain River Network |
| |
| DING Tao,ZHEN Jun,YU Pu-bin. A Radial Basis Function Artificial Neural Network Model for Water Quality Evaluation in Plain River Network[J]. Journal of Zhejiang Water Conservancy and Hydropower College, 2007, 19(2): 1-3 |
| |
| Authors: | DING Tao ZHEN Jun YU Pu-bin |
| |
| Affiliation: | Zhejiang Institute of Hydraulic and Estuary, Hangzhou 310020, China |
| |
| Abstract: | A radial basis function artificial neural network(RBF-ANN) for water quality evaluation of plain river network and reservoir is constructed by using MATLAB program.The RBF-ANN model is trained through the stochastic samples produced by national aquatic environment quality standard(GB 3838-2002).A case of the Wenhuang plain river network in Taizhou city is studied.The results indicate that the model is reasonable,convenient and effective. |
| |
| Keywords: | MATLAB |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
|
