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Issue title: Some highlights on fuzzy systems and data mining
Guest editors: Shilei Sun, Silviu Ionita, Eva Volná, Andrey Gavrilov and Feng Liu
Article type: Research Article
Affiliations: College of Modern Economics & Management, Jiangxi University of Finance and Economics, Nanchang, Jiangxi, China
Correspondence: [*] Corresponding author. Jun Xu, College of Modern Economics & Management, Jiangxi University of Finance and Economics, Nanchang, Jiangxi, 330013, China. Tel.: +86 13755776992; Fax: +86 079183891773; E-mail: xujun1028@126.com.
Abstract: In this work, a new ranking approach of triangular intuitionistic fuzzy numbers (TIFNs) is proposed and applied to solve multi-attribute decision making (MADM) problems. Firstly, I use a weighted average operator to introduce the risk preference of the decision maker (DM), and construct the score and accuracy expected functions of TIFN. Then, based on these concepts, a ranking method for TIFNs is developed considering the DM’s risk preference. Subsequently, a decision procedure is described to deal with the MADM under a triangular intuitionistic fuzzy environment. Moreover, a novel distance measure for TIFNs is defined and utilized to determine the attribute weights. Finally, a trusted cloud service selection example verifies the effectiveness and practicality of the developed method.
Keywords: Multi-attribute decision making, triangular intuitionistic fuzzy numbers, score expected function, accuracy expected function, distance measure
DOI: 10.3233/JIFS-169175
Journal: Journal of Intelligent & Fuzzy Systems, vol. 31, no. 6, pp. 2919-2925, 2016
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