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Article type: Research Article
Authors: Wang, Xin-Fana | Zhang, Li-Naa | Zhou, Huanb | Wang, Xue-Bina; *
Affiliations: [a] School of Science, Hunan University of Technology, Zhuzhou, China | [b] School of Business, Hunan University of Technology, Zhuzhou, China
Correspondence: [*] Corresponding author. Xue-Bin Wang, School of Science, Hunan University of Technology, Zhuzhou 412007, China. E-mail: 734611593@qq.com.
Abstract: The intuitionistic uncertain linguistic information aggregation problems considering different priority levels of criteria are investigated. Firstly, we extended the prioritized averaging (PA) operator to intuitionistic uncertain linguistic environment, defined two new prioritized aggregation operators called the intuitionistic uncertain linguistic prioritized weighted average (IULPWA) operator and the intuitionistic uncertain linguistic prioritized weighted geometric (IULPWG) operator, and established various desirable properties of the proposed operators. Secondly, we developed a multi-criteria decision making (MCDM) approach based on the IULPWA operator (or the IULPWG operator) to deal with the MCDM problems in which the criterion values take the form of intuitionistic uncertain linguistic numbers (IULNs) and the criteria are in different priority levels. Finally, an example is given to illustrate the feasibility and effectiveness of the proposed method, and a comparison analysis is conducted to make clear the differences among the IULPWA operator, the IULPWG operator, the intuitionistic uncertain linguistic number weighted averaging (IULNWA) operator and the intuitionistic uncertain linguistic weighted geometric average (IULWGA) operator.
Keywords: Multi-criteria decision making (MCDM), intuitionistic uncertain linguistic number (IULN), intuitionistic uncertain linguistic prioritized weighted average (IULPWA) operator, intuitionistic uncertain linguistic prioritized weighted geometric (IULPWG) operator
DOI: 10.3233/JIFS-223829
Journal: Journal of Intelligent & Fuzzy Systems, vol. 45, no. 6, pp. 11647-11661, 2023
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