模糊聚类的有效性研究

The study on the validity of fuzzy cluster

在模糊聚类分析中,引入多元分析中的F-统计量和变化的显著性水平,用其评价模糊聚类的有效性,并用分类的F-统计量满足最小显著性水平的F检验构造了分类的有效性函数,在此基础上给出求有效分类的优化模型和模型的求解方法.最后,用此方法研究了一实际问题的分类.

Established a method evaluating the fuzzy cluster validity with F - statistics of multivariable statistics and changing levels of significance, and constructed a Validity funtction of cluster with the minimal level of significance. On this, built a model optimizing cluster, established a method solving the model, last, a factual question was studied, using the method.