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Article type: Research Article
Authors: Li, Meiqiana | Huang, Xianjiua; * | Zhang, Cailiangb
Affiliations: [a] Department of Mathematics, Nanchang University, Nanchang, P. R. China | [b] School of Mechatronics Engineering, Nanchang University, Nanchang, P. R. China
Correspondence: [*] Corresponding author. Xianjiu Huang, Department of Mathematics, Nanchang University, Nanchang, 330031, P. R. China. E-mail: xjhuangxwen@163.com.
Abstract: Intuitionistic fuzzy number, which is an extension of fuzzy number, has been applied in many fields as it considers membership degree and non-membership degree. However, in some circumstances, intuitionistic fuzzy number does not express uncertainty and vagueness well. In order to deal with this problem, a new concept of trapezoidal type-2 intuitionistic fuzzy number(TrT2IFN) is proposed in this paper. Meanwhile, the arithmetical operations of TrT2IFNs are defined. Then, a novel distance measures are proposed by taking advantage of the Hausdorff distance. Additionally, the multi-attributes decision making problem of the TrT2IFN is solved by the grey relational bidirectional projection method. Finally, the applicability and availability of the proposed method are demonstrated by a numerical example, and the final ranking outcome of alternatives is obtained. This paper provides an effective solution for solving multi-attribute decision making in TrT2IFN environment.
Keywords: Trapezoidal type-2 intuitionistic fuzzy numbers, Arithmetic operations, Score function, Hausdorff distance, Grey relational bidirectional projection method
DOI: 10.3233/JIFS-191174
Journal: Journal of Intelligent & Fuzzy Systems, vol. 38, no. 4, pp. 4447-4457, 2020
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