基于Vague集的模糊聚类方法研究

A Study of Fuzzy Clustering Method Based on Vague Sets

引入Vague集(值)的距离概念及Vague集(值)的贴近度概念,并证明了这一新的贴近度的性质.利用此贴近度概念给出了基于Vague集的模糊聚类方法,这一方法对于数据挖掘研究有很好的参考价值.

In this paper, we define the vague set（value） distance and propose similarity measures by measuring the degree of similarity between vague sets and vague value. And then the paper has proved these new nicer property. And then we have studied the problem of fuzzy clustering based on Vague set.