Two-sided matching decision method and application based on subject differences in interval intuitionistic fuzzy environment-Reference-Cited by-同舟云学术

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

Published:2024-01-10 Issue: Volume: Page:1-10
ISSN:1064-1246
Container-title:Journal of Intelligent & Fuzzy Systems
language:
Short-container-title:IFS

Author:

Qiao Jian-min¹,Li Wo-yuan²,Liu Lin¹

Affiliation:

1. School of Science, Inner Mongolia Agricultural University, Huhhot, China

2. School of Public Management, Inner Mongolia University, Huhhot, China

Abstract

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.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

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