An Innovative Decision Model Utilizing Intuitionistic Hesitant Fuzzy Aczel-Alsina Aggregation Operators and Its Application

被引:5
|
作者
Ali, Wajid [1 ]
Shaheen, Tanzeela [1 ]
Toor, Hamza Ghazanfar [2 ]
Akram, Faraz [2 ]
Uddin, Md. Zia [3 ]
Hassan, Mohammad Mehedi [4 ]
机构
[1] Air Univ, Dept Math, E-9, Islamabad 44000, Pakistan
[2] Riphah Int Univ, Biomed Engn Dept, Islamabad 46000, Pakistan
[3] SINTEF Digital, Software & Serv Innovat, N-0373 Oslo, Norway
[4] King Saud Univ, Coll Comp & Informat Sci, Informat Syst Dept, Riyadh 11543, Saudi Arabia
关键词
intuitionistic fuzzy sets; hesitant fuzzy sets; three-way decision; Aczel-Alsina aggregation operators; MADM; T-NORMS; SETS; REPRESENTATION;
D O I
10.3390/math11122768
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
The intuitionistic hesitant fuzzy set is a significant extension of the intuitionistic fuzzy set, specifically designed to address uncertain information in decision-making challenges. Aggregation operators play a fundamental role in combining intuitionistic hesitant fuzzy numbers into a unified component. This study aims to introduce two novel approaches. Firstly, we propose a three-way model for investors in the business domain, which utilizes interval-valued equivalence classes under the framework of intuitionistic hesitant fuzzy information. Secondly, we present a multiple-attribute decision-making (MADM) method using various aggregation operators for intuitionistic hesitant fuzzy sets (IHFSs). These operators include the IHF Aczel-Alsina average (IHFAAA) operator, the IHF Aczel-Alsina weighted average (IHFAAWA?) operator, and the IHF Aczel-Alsina ordered weighted average (IHFAAOWA?) operator and the IHF Aczel-Alsina hybrid average (IHFAAHA?) operators. We demonstrate the properties of idempotency, boundedness, and monotonicity for these newly established aggregation operators. Additionally, we provide a detailed technique for three-way decision-making using intuitionistic hesitant fuzzy Aczel-Alsina aggregation operators. Furthermore, we present a numerical case analysis to illustrate the pertinency and authority of the esteblished model for investment in business. In conclusion, we highlight that the developed approach is highly suitable for investment selection policies, and we anticipate its extension to other fuzzy information domains.
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页数:22
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