| 环境质量综合评价的径向基函数网络模型 |
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| 引用本文： | 郭宗楼,刘 肇.环境质量综合评价的径向基函数网络模型[J].环境科学研究,1997,10(4):1-5. |
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| 作者姓名： | 郭宗楼 刘 肇 |
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| 作者单位： | 武汉水利电力大学,武汉 430072 |
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| 摘 要： | 建立了一个环境质量综合评价的径向基函数人工神经网络(RBF-ANN)模型,同时提出了一种简便?快速的RBF-ANN的最小二乘算法(RBF-LS算法)?在城市环境质量综合评价的应用中表明,提出的RBF-ANN模型及其算法是合理?有效?通用的?
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| 关 键 词： | 环境质量 综合评价 人工神经网络 径向基函数 |
| 收稿时间： | 1996/12/2 0:00:00 |
A RBF Artificial Neural Network Model for the Comprehensive Environmental Quality Evaluation |
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| GUO Zonglou and LIU Zhaoyi.A RBF Artificial Neural Network Model for the Comprehensive Environmental Quality Evaluation[J].Research of Environmental Sciences,1997,10(4):1-5. |
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| Authors: | GUO Zonglou and LIU Zhaoyi |
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| Institution: | Wuhan University of Hydraulic and Electric Engineering, Wuhan 430072 |
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| Abstract: | A model for the comprehensive environmental quality evaluation has been constructed through using a three layer forward radial basis function artificial neural network (RBF ANN),and a least squares estimation algorithm for RBF ANN, i.e. RBF LS algorithm, has also been developed. The resultsrelated to the environmental quality evaluation for a certain city show that the model and its algorithm are reasonable, effective and in common use. |
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| Keywords: | Environmental quality Comprehensive evaluation Artificial neural network Radial basis function |
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