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Article type: Research Article
Authors: Peng, Juan-juan; | Wang, Jian-qiang | Zhang, Hong-yu | Sun, Teng | Chen, Xiao-hong
Affiliations: School of Business, Central South University, ChangSha, China | School of Economics and Management, Hubei University of Automotive Technology, Shiyan, China
Note: [] Corresponding author. Jian-qiang Wang, School of Business, Central South University, ChangSha 410083, China. Tel.: +8673188830594; Fax: +867318710006; E-mail: [email protected]
Abstract: This paper proposes three types of aggregation operators for fuzzy numbers as an extension of the traditional ordered weighted averaging (OWA) operator; namely the fuzzy ordered weighted averaging (F-OWA) operator, the weighted fuzzy ordered weighted averaging (WF-OWA) operator and the ordered weighted fuzzy ordered weighted averaging (OWF-OWA) operator. Moreover, some corresponding properties of the three operators are investigated in detail. Furthermore, two fuzzy multi-criteria decision-making (MCDM) approaches, respectively based on the WF-OWA operator and the OWF-OWA operator, are developed. Finally, an example is given to show their feasibility and validity, together with a comparison analysis.
Keywords: Fuzzy numbers, fuzzy ordered weighted averaging (F-OWA) operator, weighted fuzzy ordered weighted averaging (WF-OWA) operator, ordered weighted fuzzy ordered weighted averaging (OWF-OWA) operator, multi-criteria decision-making (MCDM)
DOI: 10.3233/IFS-131107
Journal: Journal of Intelligent & Fuzzy Systems, vol. 27, no. 3, pp. 1407-1417, 2014
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