2-Dimension uncertain linguistic power generalized weighted aggregation operator and its application in multiple attribute group decision making

被引:118
作者
Liu, Peide [1 ,2 ]
Yu, Xiaocun [1 ]
机构
[1] Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan 250014, Shandong, Peoples R China
[2] Shandong Yingcai Univ, Soft Sci Res Base Private Higher Educ Shandong Pr, Jinan 250104, Shandong, Peoples R China
基金
中国国家自然科学基金;
关键词
Linguistic variables; Power average (PA); Power generalized aggregation operators; 2-Dimension uncertain linguistic information; Multiple attribute decision making; TRAPEZOIDAL FUZZY NUMBERS;
D O I
10.1016/j.knosys.2013.12.009
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The 2-dimension uncertain linguistic variables add a subjective evaluation on the reliability of the evaluation results given by decision makers, so they can better express fuzzy information. At the same time, the power average (PA) operator has the characteristic of capturing the correlations of the aggregated arguments. In this paper, we propose some power aggregation operators, including 2-dimension uncertain linguistic power generalized aggregation operator (2DULPGA) and 2-dimension uncertain linguistic power generalized weighted aggregation operator (2DULPGWA), and discuss some properties and special cases of them. Finally, with respect to the multiple attribute group decision making problems in which the attribute values take the form of the 2-dimension uncertain linguistic information, the method based on some power generalized aggregation operators is proposed, and two examples are given to verify the developed approach and to demonstrate its effectiveness. (C) 2013 Elsevier B.V. All rights reserved.
引用
收藏
页码:69 / 80
页数:12
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