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复T-球形模糊Dombi聚合算子及其在多准则决策中的应用

Complex T-spherical fuzzy Dombi aggregation operators and their applications in multiple-criteria decision-making.

作者信息

Karaaslan Faruk, Dawood Mohammed Allaw Dawood

机构信息

Department of Mathematics, Faculty of Sciences, Çankırı Karatekin University, 18100 Çankırı, Turkey.

出版信息

Complex Intell Systems. 2021;7(5):2711-2734. doi: 10.1007/s40747-021-00446-2. Epub 2021 Jul 11.

Abstract

Complex fuzzy (CF) sets (CFSs) have a significant role in modelling the problems involving two-dimensional information. Recently, the extensions of CFSs have gained the attention of researchers studying decision-making methods. The complex T-spherical fuzzy set (CTSFS) is an extension of the CFSs introduced in the last times. In this paper, we introduce the Dombi operations on CTSFSs. Based on Dombi operators, we define some aggregation operators, including complex T-spherical Dombi fuzzy weighted arithmetic averaging (CTSDFWAA) operator, complex T-spherical Dombi fuzzy weighted geometric averaging (CTSDFWGA) operator, complex T-spherical Dombi fuzzy ordered weighted arithmetic averaging (CTSDFOWAA) operator, complex T-spherical Dombi fuzzy ordered weighted geometric averaging (CTSDFOWGA) operator, and we obtain some of their properties. In addition, we develop a multi-criteria decision-making (MCDM) method under the CTSF environment and present an algorithm for the proposed method. To show the process of the proposed method, we present an example related to diagnosing the COVID-19. Besides this, we present a sensitivity analysis to reveal the advantages and restrictions of our method.

摘要

复模糊(CF)集在对涉及二维信息的问题进行建模中具有重要作用。最近,CF集的扩展引起了研究决策方法的研究人员的关注。复T - 球形模糊集(CTSFS)是最近引入的CF集的一种扩展。在本文中,我们介绍了CTSFS上的Dombi运算。基于Dombi算子,我们定义了一些聚合算子,包括复T - 球形Dombi模糊加权算术平均(CTSDFWAA)算子、复T - 球形Dombi模糊加权几何平均(CTSDFWGA)算子、复T - 球形Dombi模糊有序加权算术平均(CTSDFOWAA)算子、复T - 球形Dombi模糊有序加权几何平均(CTSDFOWGA)算子,并得到了它们的一些性质。此外,我们在CTSF环境下开发了一种多准则决策(MCDM)方法,并为所提出的方法给出了一个算法。为了展示所提出方法的过程,我们给出了一个与诊断COVID - 19相关的例子。除此之外,我们进行了敏感性分析以揭示我们方法的优点和局限性。

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