Ordinal fuzzy entropy

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He Y.; Deng Y.

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Journal Paper

Paper Information

Journal: Iranian Journal of Fuzzy Systems Year:2022 | Volume:19 | Issue:3 Page(s): 171-186

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Information Journal Paper

Title

Ordinal fuzzy entropy

Author(s)

He Y. | Deng Y. | Issue Writer Certificate

Keywords

Order

fuzzy environment

degree of uncertainty

Entropy

Abstract

In real life, occurrences of a series of things are supposed to come in an Order. Therefore, it is necessary to regard sequence as a crucial factor in managing different kinds of things in fuzzy environment. However, few related researches have been made to provide a reasonable solution to this demand. Therefore, how to measure degree of uncertainty of ordinal fuzzy sets is still an open issue. To address this issue, a novel ordinal fuzzy Entropy is proposed in this paper taking Orders of propositions into consideration in measuring level of uncertainty in fuzzy environment. Compared with previously proposed entropies, effects on degrees of fuzzy uncertainty brought by sequences of sequential propositions are embodied in values of measurement using proposed method in this article. Moreover, some numerical examples are offered to verify the correctness and validity of the proposed Entropy.

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