Using fuzzy theory and information entropy for water quality assessment in Three Gorges region, China | |
Liu, Li ; Zhou, Jianzhong ; An, Xueli ; Zhang, Yongchuan ; Yang, Li | |
2010-10-12 ; 2010-10-12 | |
关键词 | Water quality assessment Fuzzy mathematics Information entropy Three Gorges region SELECTION MODEL Computer Science, Artificial Intelligence Engineering, Electrical & Electronic Operations Research & Management Science |
中文摘要 | Considering that the water quality assessment is a fuzzy concept with multiple indicators and classes, and there are still some limits of fuzzy comprehensive evaluation method, the fuzzy mathematics method and the information entropy theory are combined to establish an improved fuzzy comprehensive evaluation method for water quality assessment. In this method, the exponential membership function has been adopted to solve the zero-weight problem, and the information entropy has been used to modify the coefficients of weight in order to exploit the useful information of data to a maximum extent. In addition, the weighted average principle has been taken to replace the maximum membership principle for reserving the information in the assessment coefficients as much as possible. The water quality of Three Gorges region is taken as an example and the results show that the improved fuzzy comprehensive evaluation method is superior to the traditional model and worth to be recommended. (C) 2009 Published by Elsevier Ltd. |
语种 | 英语 ; 英语 |
出版者 | PERGAMON-ELSEVIER SCIENCE LTD ; OXFORD ; THE BOULEVARD, LANGFORD LANE, KIDLINGTON, OXFORD OX5 1GB, ENGLAND |
内容类型 | 期刊论文 |
源URL | [http://hdl.handle.net/123456789/79969] ![]() |
专题 | 清华大学 |
推荐引用方式 GB/T 7714 | Liu, Li,Zhou, Jianzhong,An, Xueli,et al. Using fuzzy theory and information entropy for water quality assessment in Three Gorges region, China[J],2010, 2010. |
APA | Liu, Li,Zhou, Jianzhong,An, Xueli,Zhang, Yongchuan,&Yang, Li.(2010).Using fuzzy theory and information entropy for water quality assessment in Three Gorges region, China.. |
MLA | Liu, Li,et al."Using fuzzy theory and information entropy for water quality assessment in Three Gorges region, China".(2010). |
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