Redefining fuzzy entropy with a general framework

作者：

Highlights：

• Ambiguity over membership grade as a natural uncertainty indicator.

• Different fuzzy entropy functions with different range of values.

• Fuzzy entropy and the difficulty to distinguish membership from non-membership.

• Uniformity between the forms of fuzzy and probabilistic entropy functions.

• Combination of fuzzy and probabilistic uncertainties.

摘要

•Ambiguity over membership grade as a natural uncertainty indicator.•Different fuzzy entropy functions with different range of values.•Fuzzy entropy and the difficulty to distinguish membership from non-membership.•Uniformity between the forms of fuzzy and probabilistic entropy functions.•Combination of fuzzy and probabilistic uncertainties.

论文关键词：Fuzzy entropy,Uncertainty,Decision-making,Subjective uncertainty,Probabilistic-fuzzy

论文评审过程：Received 20 November 2019, Revised 15 June 2020, Accepted 15 June 2020, Available online 8 August 2020, Version of Record 19 September 2020.

论文官网地址：https://doi.org/10.1016/j.eswa.2020.113671