Two-sided matching decision method and application based on subject differences in interval intuitionistic fuzzy environment

In this paper, a two-sided matching decision model based on interval-valued intuitionistic fuzzy environment is proposed to maximize the demand of individual differences. Firstly, the attribute feature table and weight matrix of both agents are constructed, and a formula for calculating the comprehe...

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Bibliographic Details
Published inJournal of intelligent & fuzzy systems Vol. 46; no. 3; pp. 5667 - 5676
Main Authors Qiao, Jian-min, Li, Wo-yuan, Liu, Lin
Format Journal Article
LanguageEnglish
Published London Sage Publications Ltd 05.03.2024
Subjects
Fuzzy logic
Fuzzy sets
Matching
Operators (mathematics)
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Summary:In this paper, a two-sided matching decision model based on interval-valued intuitionistic fuzzy environment is proposed to maximize the demand of individual differences. Firstly, the attribute feature table and weight matrix of both agents are constructed, and a formula for calculating the comprehensive advantage in the interval-valued intuitionistic fuzzy environment is given, namely the interval-valued intuitionistic fuzzy comprehensive advantage aggregation operator (IIFCAAO); Secondly, the interval-valued intuitionistic fuzzy decision matrix of both agents is calculated by using the comprehensive advantage aggregation operator, and the interval-valued intuitionistic fuzzy decision matrix is transformed into a score function matrix by using a score function formula; Thirdly, the two-sided matching model is established to maximize the score; Finally, the scientificity and practicability of the model are verified by an example of college students changing their majors.
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ISSN:1064-1246
1875-8967
DOI:10.3233/JIFS-234191