模糊划分有效性函数的构建与应用

孙才志;林学钰

系统工程理论与实践 ›› 2004, Vol. 24 ›› Issue (2) : 106-110.

PDF(184 KB)
PDF(184 KB)
系统工程理论与实践 ›› 2004, Vol. 24 ›› Issue (2) : 106-110. DOI: 10.12011/1000-6788(2004)2-106
论文

模糊划分有效性函数的构建与应用

    孙才志(1), 林学钰(2)
作者信息 +

Construction and Application of Validity Function for Fuzzy Division

    Cai Zhi ZHANG(1),Xue Yu LIN(2)
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文章历史 +

摘要

首先在常规的Bezdek模糊划分模型的基础上,引入了考虑权重的模糊划分模型;并根据数理统计中的方差分析理论和信息论中的信息熵理论,构建了模糊F统计量、模糊划分熵,F统计量用来确定最佳划分数,模糊划分熵用来检验模糊划分的有效性.最后通过实际算例对这两个函数的判决功能和F统计量的鲁棒性进行了研究.

Abstract

On the base of normal Bezdek fuzzy division model, the new fuzzy division model considering weights was introduced. According to the theory of difference analysis in statistics and entropy theory in information theory, two functions-F statistics and fuzzy division entropy were constructer, the F statistics was mainly used to determine the optimal division number and the fuzzy division entropy was used to verify the validity of division. At last, a practical example was presented to verify the effective of t...

关键词

模糊划分 / 权重 / 方差分析 / 信息熵 / F统计量 / 模糊划分熵 / 有效性 / 鲁棒性

Key words

fuzzy division / weights / difference analysis / information entropy / F statistics / fuzzy division entropy / validity / robust property

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导出引用
孙才志 , 林学钰. 模糊划分有效性函数的构建与应用. 系统工程理论与实践, 2004, 24(2): 106-110 https://doi.org/10.12011/1000-6788(2004)2-106
Cai Zhi ZHANG , Xue Yu LIN. Construction and Application of Validity Function for Fuzzy Division. Systems Engineering - Theory & Practice, 2004, 24(2): 106-110 https://doi.org/10.12011/1000-6788(2004)2-106
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