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

被引:117
|
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
相关论文
共 50 条
  • [21] An Extended TODIM Method for Multiple Attribute Group Decision-Making Based on 2-Dimension Uncertain Linguistic Variable
    Liu, Peide
    Teng, Fei
    [J]. COMPLEXITY, 2016, 21 (05) : 20 - 30
  • [22] UNCERTAIN LINGUISTIC PRIORITIZED AGGREGATION OPERATORS AND THEIR APPLICATION TO MULTIPLE ATTRIBUTE GROUP DECISION MAKING
    Zhou, L. Y.
    Lin, R.
    Zhao, X. F.
    Wei, G. W.
    [J]. INTERNATIONAL JOURNAL OF UNCERTAINTY FUZZINESS AND KNOWLEDGE-BASED SYSTEMS, 2013, 21 (04) : 603 - 627
  • [23] A Multiple Attribute Group Decision Making Method Based on 2-D Uncertain Linguistic Weighted Heronian Mean Aggregation Operator
    Liu, W. H.
    Liu, H. B.
    Li, L. L.
    [J]. INTERNATIONAL JOURNAL OF COMPUTERS COMMUNICATIONS & CONTROL, 2017, 12 (02) : 254 - 264
  • [24] Multi-attribute group decision making method under 2-dimension uncertain linguistic variables
    Jiang Kexin
    Zhang Quan
    Yan Manting
    [J]. JOURNAL OF SYSTEMS ENGINEERING AND ELECTRONICS, 2020, 31 (06) : 1254 - 1261
  • [25] Multi-attribute group decision making method under 2-dimension uncertain linguistic variables
    JIANG Kexin
    ZHANG Quan
    YAN Manting
    [J]. Journal of Systems Engineering and Electronics, 2020, 31 (06) : 1254 - 1261
  • [26] Linguistic power aggregation operators and their application to multiple attribute group decision making
    Xu, Yejun
    Merigo, Jose M.
    Wang, Huimin
    [J]. APPLIED MATHEMATICAL MODELLING, 2012, 36 (11) : 5427 - 5444
  • [27] Induced generalized uncertain linguistic correlated averaging operator and their application to multiple attribute decision making
    Yang, Zheng
    Ma, Haiyan
    Wang, Huan
    [J]. JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (05) : 2271 - 2279
  • [28] A method of multiple-attribute group decision making problem for 2-dimension uncertain linguistic variables based on cloud model
    Yan, Manting
    Wang, Jian
    Dai, Yiru
    Han, Huihui
    [J]. OPTIMIZATION AND ENGINEERING, 2021, 22 (04) : 2403 - 2427
  • [29] A method of multiple-attribute group decision making problem for 2-dimension uncertain linguistic variables based on cloud model
    Manting Yan
    Jian Wang
    Yiru Dai
    Huihui Han
    [J]. Optimization and Engineering, 2021, 22 : 2403 - 2427
  • [30] AN APPROACH TO GROUP DECISION MAKING BASED ON 2-DIMENSION UNCERTAIN LINGUISTIC INFORMATION
    Liu, Peide
    [J]. TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY, 2012, 18 (03) : 424 - 437