Granular fuzzy sets and three-way approximations of fuzzy sets

Int. J. Approx. Reason.(2023)

引用 0|浏览18
暂无评分
摘要
A Pawlak approximation space is a pair of a ground set/space and a quotient set/space, where the latter is induced by an equivalence relation on the former. With this two-space understanding, it is possible to lift any concepts and notions from the ground space to the quotient space. The results are granular versions that approximate the original concepts and notions. In this paper, we investigate the problem of lifting a fuzzy set in the ground space to granular fuzzy sets in the quotient space. By applying the principles of three-way decision, we introduce the idea of three-way granular approximations of fuzzy sets in terms of three granular fuzzy sets that represent the two extremes and one middle. The two extremes are given by granular rough fuzzy sets. We present several different ways to interpret and construct a middle.
更多
查看译文
关键词
Fuzzy set,Granular fuzzy set,Granular rough fuzzy set,Three-way approximation,Three-way decision
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要