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

被引:0
|
作者
Qiao, Jian-min [1 ]
Li, Wo-yuan [2 ]
Liu, Lin [1 ]
机构
[1] Inner Mongolia Agr Univ, Sch Sci, Hohhot, Peoples R China
[2] Inner Mongolia Univ, Sch Publ Management, Hohhot, Peoples R China
关键词
Interval intuitionistic fuzzy set; interval-valued intuitionistic fuzzy comprehensive advantage aggregation operator (IIFCAAO); two-sided matching;
D O I
10.3233/JIFS-234191
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
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.
引用
收藏
页码:5667 / 5676
页数:10
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