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基于立方直觉模糊集环境下Bonferroni均值算子的多属性决策

Multi-Attribute Decision-Making Based on Bonferroni Mean Operators under Cubic Intuitionistic Fuzzy Set Environment.

作者信息

Kaur Gagandeep, Garg Harish

机构信息

School of Mathematics, Thapar Institute of Engineering & Technology (Deemed University), Patiala, 147004 Punjab, India.

出版信息

Entropy (Basel). 2018 Jan 17;20(1):65. doi: 10.3390/e20010065.

DOI:10.3390/e20010065
PMID:33265152
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC7512265/
Abstract

Cubic intuitionistic fuzzy (CIF) set is the hybrid set which can contain much more information to express an interval-valued intuitionistic fuzzy set and an intuitionistic fuzzy set simultaneously for handling the uncertainties in the data. Unfortunately, there has been no research on the aggregation operators on CIF sets so far. Since an aggregation operator is an important mathematical tool in decision-making problems, the present paper proposes some new Bonferroni mean and weighted Bonferroni mean averaging operators between the cubic intuitionistic fuzzy numbers for aggregating the different preferences of the decision-maker. Then, we develop a decision-making method based on the proposed operators under the cubic intuitionistic fuzzy environment and illustrated with a numerical example. Finally, a comparison analysis between the proposed and the existing approaches have been performed to illustrate the applicability and feasibility of the developed decision-making method.

摘要

立方直觉模糊(CIF)集是一种混合集,它可以包含更多信息,以便同时表达区间值直觉模糊集和直觉模糊集,从而处理数据中的不确定性。遗憾的是,到目前为止尚未有关于CIF集上的聚合算子的研究。由于聚合算子是决策问题中的一种重要数学工具,因此本文提出了一些新的立方直觉模糊数之间的Bonferroni均值和加权Bonferroni均值平均算子,用于聚合决策者的不同偏好。然后,我们在立方直觉模糊环境下基于所提出的算子开发了一种决策方法,并通过一个数值例子进行说明。最后,对所提出的方法与现有方法进行了比较分析,以说明所开发决策方法的适用性和可行性。

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本文引用的文献

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2
Intuitionistic fuzzy Bonferroni means.直觉模糊邦费罗尼均值
IEEE Trans Syst Man Cybern B Cybern. 2011 Apr;41(2):568-78. doi: 10.1109/TSMCB.2010.2072918. Epub 2010 Sep 27.
N-立方-阶梯型序对模糊集:移动应用在教育领域的使用分析。
Comput Intell Neurosci. 2022 Sep 30;2022:9984314. doi: 10.1155/2022/9984314. eCollection 2022.
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Feature Selection Using Approximate Conditional Entropy Based on Fuzzy Information Granule for Gene Expression Data Classification.基于模糊信息粒的近似条件熵在基因表达数据分类中的特征选择
Front Genet. 2021 Mar 30;12:631505. doi: 10.3389/fgene.2021.631505. eCollection 2021.
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Cumulative Prospect Theory: Performance Evaluation of Government Purchases of Home-Based Elderly-Care Services Using the Pythagorean 2-tuple Linguistic TODIM Method.累积前景理论:基于毕达哥拉斯 2-元语言 TODIM 方法的家庭养老服务政府购买绩效评价
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