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Article type: Research Article
Authors: Wu, Sheng-Jun | Wei, Gui-Wu*
Affiliations: School of Business, Sichuan Normal University, Chengdu 610101, Sichuan, China
Correspondence: [*] Corresponding author: Gui-Wu Wei, School of Business, Sichuan Normal University, Chengdu 610101, Sichuan, China. Tel./ Fax: +86 028 84480719; E-mail: weiguiwu@163.com.
Abstract: In this paper, we investigate the multiple attribute decision making problems with picture uncertain linguistic information. Then, we utilize arithmetic and geometric operations to develop some picture uncertain linguistic aggregation operators: picture uncertain linguistic weighted average (PULWA) operator, picture uncertain linguistic weighted geometric (PULWG) operator, picture uncertain linguistic ordered weighted average (PULOWA) operator, picture uncertain linguistic ordered weighted geometric (PULOWG) operator, picture uncertain linguistic hybrid average (PULHA) operator and picture uncertain linguistic hybrid geometric (PULHG) operator. The prominent characteristic of these proposed operators are studied. Then, we have utilized these operators to develop some approaches to solve the picture uncertain linguistic multiple attribute decision making problems. Finally, a practical example for micro-credit risk evaluation of micro-credit companies is given to verify the developed approach and to demonstrate its practicality and effectiveness.
Keywords: Multiple attribute decision making, picture uncertain linguistic set, picture uncertain linguistic weighted average (PULWA) operator, picture uncertain linguistic weighted geometric (PULWG) operator, micro-credit risk evaluation, micro-credit companies
DOI: 10.3233/KES-170368
Journal: International Journal of Knowledge-based and Intelligent Engineering Systems, vol. 21, no. 4, pp. 243-256, 2017
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