区间灰色犹豫模糊集及其在决策中的应用

IF 0.7 Q2 MATHEMATICS Muenster Journal of Mathematics Pub Date : 2023-06-14 DOI:10.1155/2023/7694396
Jing-jing Zhao, Wanli Xie
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引用次数: 0

摘要

区间值犹豫模糊集(IVHFS)的使用可以帮助决策者使用多个区间数来评估变量,使其成为解决决策问题的有价值的工具。但是,它无法获得灰色的信息。灰色模糊集(GFS)可以改善这一问题,但其研究已经失去了IVHFS的优势。为了提高决策的准确性,获得更合理的结果,加强对现实信息的描述是非常重要的。我们将IVHFS和GFS相结合,定义了区间灰色犹豫模糊集(IGHFS),其中设计了可能的灰色数度来表示区间数的上限和下限。同时提出了其基本运行规律、分数函数、熵法和距离测度。在此基础上,建立了多准则决策模型IGHFS-TOPSIS。最后,以MOOC教学平台选择问题为例,说明了IGHFS下决策模型的有效性和可行性。
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Interval Grey Hesitant Fuzzy Set and Its Applications in Decision-Making
The use of interval-valued hesitant fuzzy sets (IVHFS) can aid decision-makers in evaluating a variable using multiple interval numbers, making it a valuable tool for addressing decision-making problems. However, it fails to obtain information with greyness. The grey fuzzy set (GFS) can improve this problem but studies on it have lost the advantages of IVHFS. In order to improve the accuracy of decision-making and obtain more reasonable results, it is important to enhance the description of real-life information. We combined IVHFS and GFS and defined a novel fuzzy set named interval grey hesitant fuzzy set (IGHFS), in which possible degrees of grey numbers are designed to indicate the upper and lower limits of the interval number. Meanwhile, its basic operational laws, score function, entropy method, and distance measures are proposed. And then, a multicriteria decision-making (MCDM) model IGHFS-TOPSIS is developed based on them. Finally, an example of MOOC platform selection issues for teaching courses illustrates the effectiveness and feasibility of the decision model under the IGHFS.
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