Entropy in Interval-Valued Fuzzy Soft Sets: Theory and Application

In this study, the classical entropy concept is extended to interval-valued fuzzy soft sets to objectively determine criterion weights based on their discriminative power among alternatives. Furthermore, a correlation measure is formulated to improve the reliability of the weighting process. A systematic decision-making algorithm is then proposed and demonstrated through a numerical example, confirming the effectiveness of the method in dealing with uncertainty in complex decision environments.

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Publication Details

Journal
Cumhuriyet Science Journal
Published
2026-06-29
DOI
https://doi.org/10.17776/csj.1864105
Primary Topic
Fuzzy and Soft Set Theory
Type
article
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article

Entropy in Interval-Valued Fuzzy Soft Sets: Theory and Application

Serkan Atmaca
Cumhuriyet Science Journal
Fuzzy and Soft Set Theory
article

Entropy in Interval-Valued Fuzzy Soft Sets: Theory and Application

Serkan Atmaca
article en

Abstract

In this study, the classical entropy concept is extended to interval-valued fuzzy soft sets to objectively determine criterion weights based on their discriminative power among alternatives. Furthermore, a correlation measure is formulated to improve the reliability of the weighting process. A systematic decision-making algorithm is then proposed and demonstrated through a numerical example, confirming the effectiveness of the method in dealing with uncertainty in complex decision environments.

Cumhuriyet Science JournalVol. 47(3)
Sivas Cumhuriyet Üniversitesi (TR)
Reduced inequalities
Openalex Percentile: Top 4%
Fuzzy and Soft Set Theory
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