A hesitant fuzzy linguistic bidirectional projection-regret decision making model br

被引:7
|
作者
Ding, Quanyu [1 ]
Wang, Ying-Ming [2 ,3 ,6 ]
Goh, Mark [4 ]
Rodriguez, Rosa M. [5 ]
Martinez, Luis [5 ]
机构
[1] Zhejiang Gongshang Univ, Sch Management & Ebusiness, Hangzhou 310018, Zhejiang, Peoples R China
[2] Fuzhou Univ, Decis Sci Inst, Fuzhou 350116, Fujian, Peoples R China
[3] Fuzhou Univ, Key Lab Spatial Data Min & Informat Sharing Minist, Fuzhou 350116, Fujian, Peoples R China
[4] Natl Univ Singapore, Logist Inst Asia Pacific, NUS Business Sch, Singapore, Singapore
[5] Univ Jaen, Dept Comp Sci, Jaen 23071, Spain
[6] Fuzhou Univ, Sch Econ & Management, Fuzhou 350116, Fujian, Peoples R China
基金
中国国家自然科学基金;
关键词
Hesitant fuzzy linguistic term set; Bidirectional projection model; Regret theory; TERM SETS; PREFERENCE RELATIONS; PROSPECT-THEORY; TODIM METHOD; CONSISTENCY; DISTANCE; SELECTION;
D O I
10.1016/j.cie.2022.108197
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Real-world decision-making problems are usually defined under uncertain contexts due to their complexity. In such situations, the psychological behavior of decision makers is often ignored, and it is assumed that they can provide accurate knowledge despite of being in a context defined as 'uncertain'. Such assumptions are not realistic and may bias final decisions. To overcome such problems, this paper aims to consider the psychological behavior of decision makers and facilitate preference modeling under uncertainty in the decision-making pro-cess. It will do so by introducing a novel decision-making model that includes new bidirectional projection-based regret theory (RT) measures under a hesitant fuzzy linguistic term set (HFLTS) environment, thus establishing novel utility and new regret-rejoice functions to handle decision-making situations. Eventually, a supplier se-lection case study is used to show the performance of the proposed method, and a fair comparison with two existing methods is carried out to illustrate the advantages of our method
引用
收藏
页数:16
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