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Research on hesitant fuzzy clustering method based on fuzzy matroids  ( SCI-EXPANDED收录 EI收录)  

文献类型:期刊文献

英文题名:Research on hesitant fuzzy clustering method based on fuzzy matroids

作者:Xiao, Hui-Min[1];Wang, Mei-Qi[1];Cao, Yan-Li[1];Guo, Yu-Jie[1]

第一作者:肖会敏

通讯作者:Wang, MQ[1]

机构:[1]Henan Univ Econ & Law, Sch Comp & Informat Engn, Zhengzhou, Henan, Peoples R China

第一机构:河南财经政法大学计算机与信息工程学院

通讯机构:[1]corresponding author), Henan Univ Econ & Law, Sch Comp & Informat Engn, Zhengzhou, Henan, Peoples R China.|[1048412]河南财经政法大学计算机与信息工程学院;[10484]河南财经政法大学;

年份:2021

卷号:40

期号:5

起止页码:9031-9039

外文期刊名:JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

收录:;EI(收录号:20211810298451);Scopus(收录号:2-s2.0-85105009430);WOS:【SSCI(收录号:WOS:000644456300027),SCI-EXPANDED(收录号:WOS:000644456300027)】;

语种:英文

外文关键词:Hesitant fuzzy set decision-making; fuzzy matroid; contraction matroid; derived matroid; clustering algorithm

摘要:In this paper, to improve the situation of singleness of selecting results in hesitant fuzzy set decision-making and expand the range of choices for decision makers, we construct a hesitant fuzzy set clustering algorithm combined with fuzzy matroid operation. The algorithm synthesizes the r-cut set, fuzzy shrinking matroids in the fuzzy matroids and the operational properties of the fuzzy derived matroids, the r value also is used to connect the two types of fuzzy matroids to form a clustering algorithm. Finally, we apply the algorithm to the hesitant fuzzy set decision-making of job seekers choosing recruitment websites, each recruitment website as an optional scheme is divided into three categories of excellent to inferior schemes to provide job seekers with ideas and methods for favorably selecting recruitment websites.

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