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水质模糊评价模型中赋权方法的选择
Choice of determining weights method in fuzzy synthetic evaluating model for water quality
【摘要】 以查干湖监测数据为例,对其进行模糊综合评价.分别利用主成分分析法、污染超标赋权法和层次分析法确定权重,并对不同赋权方法得出的权重值与评价等级进行比较分析.结果表明,主成分赋权法对权重值的确定能如实反映每一个评价因子在整个环境中的重要性;污染超标赋权法对污染较重的因子赋予较高的权重;层次分析赋权法受主观影响较大.
【Abstract】 By taking monitoring data of Chagan Lake as an example,fuzzy synthetic assessment was conducted using the principal component weighting,exceeding standard weighting,and analytic hierarchy process.Results show that the principal component weighting can truly reflect the values of various factors;exceeding standard weighting gaves heavier weights to the polluting factors;and the weight values are influenced by subjectivity in analytic hierarchy process.
【关键词】 模糊综合评价;
赋权方法;
主成分分析;
层次分析;
SPSS软件;
【Key words】 fuzzy synthetic evaluating; determining weights method; principal component weighting; analytic hierarchy process; SPSS software;
【Key words】 fuzzy synthetic evaluating; determining weights method; principal component weighting; analytic hierarchy process; SPSS software;
【基金】 国家自然科学基金(40901036)资助
- 【文献出处】 中国科学院研究生院学报 ,Journal of the Graduate School of the Chinese Academy of Sciences , 编辑部邮箱 ,2011年02期
- 【分类号】X824
- 【被引频次】35
- 【下载频次】575