期刊
FUNDAMENTA INFORMATICAE
卷 142, 期 1-4, 页码 117-143出版社
IOS PRESS
DOI: 10.3233/FI-2015-1287
关键词
Decision-theoretic rough sets; Interval-valued fuzzy sets; Interval-valued loss function; Shadowed sets
资金
- National Natural Science Foundation of China [61273304, 11201490, 11371130, 11401052, 11401195]
- Hunan Provincial Education Department [14C0049, 15B004]
- Postdoctoral Science Foundation of China [2013M542558]
In practical situations, interval-valued fuzzy sets are of interest because fuzzy sets of this kind are frequently encountered. In this paper, motivated by the needs for solving imprecise problems, we generalize the concept of shadowed sets for understanding interval-valued fuzzy sets and provide a solution to compute a pair of thresholds by searching for a balance of uncertainty. Then we present three-way approximations of interval-valued fuzzy sets and a formulation for calculating the pair of thresholds using single-valued loss functions. We also compute three-way approximations of interval-valued fuzzy sets using interval-valued loss functions. Afterwards, we employ several examples to illustrate that how to take an action for an object with an interval-valued membership grade using an interval-valued loss function.
作者
我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。
推荐
暂无数据