3.9 Article

Shadowed sets of dynamic fuzzy sets

期刊

GRANULAR COMPUTING
卷 2, 期 2, 页码 85-94

出版社

SPRINGERNATURE
DOI: 10.1007/s41066-016-0029-y

关键词

Fuzzy set; Shadowed set; Decision-theoretic rough sets; Three-way decision

资金

  1. National Natural Science Foundation of China [11371130, 61603063, 11526039, 11571100]
  2. China Postdoctoral Science Foundation [2013M542558, 2015M580353]
  3. Planned Science and Technology Project of Hunan Province [2015JC3055]
  4. China Postdoctoral Science Special Foundation [2016T90383]

向作者/读者索取更多资源

In practical situations, fuzzy sets with time-varying membership degrees are frequently encountered. In this paper, we interpret dynamic fuzzy sets by means of shadowed sets. We provide an analytic solution to computing the pair of thresholds by searching for a balance of uncertainty in the framework of shadowed sets. Subsequently, we construct errors-based three-way approximations of shadowed sets and present an alternative decision-theoretic formulation for calculating the pair of thresholds. Finally, we employ several examples to illustrate how to calculate thresholds for making a decision by means of dynamic loss functions.

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