Two-tuple linguistic utility aggregation operator and its applications to group decision-making

被引:4
|
作者
Liu, Huihui [1 ,2 ]
Yang, Guoliang [1 ,2 ]
Suo, Weilan [1 ,2 ]
Gao, Jianwei [3 ]
机构
[1] Chinese Acad Sci, Inst Sci & Dev, Beijing 100190, Peoples R China
[2] Univ Chinese Acad Sci, Beijing, Peoples R China
[3] North China Elect Power Univ, Sch Econ & Management, Beijing, Peoples R China
基金
中国国家自然科学基金;
关键词
RISK-AVERSION; INFORMATION; CONSENSUS; ATTITUDE; MODEL; CONSUMPTION; VARIANCE;
D O I
10.1002/int.22121
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper aims to develop an aggregation operator for two-tuple linguistic information based on utility function, which characterizes the influence of decision makers' psychological factors on the linguistic aggregation process. First, we propose a new two-tuple linguistic ordered utility aggregation (TOU) operator, and then, we investigate its properties that are suitable for any utility function. Subsequently, we derive a specific form of the TOU operator, which is called the two-tuple linguistic generalized ordered weighted utility averaging-hyperbolic absolute risk aversion (TOHU) operator, under the hyperbolic absolute risk aversion utility function. Then, we further investigate its families including a wide range of aggregation operators. To determine the weights of the TOHU operator, which take the form of two-tuple linguistic, we establish an optimization weighting model by combining the information of input arguments and subjective considerations of decision makers. Furthermore, we propose a two-tuple linguistic aggregation method to deal with the multiple attribute group decision-making (MAGDM) problem based on the TOHU operator. Finally, we provide an example to demonstrate the application of the TOHU operator to MAGDM.
引用
收藏
页码:1835 / 1863
页数:29
相关论文
共 50 条
  • [1] Group decision-making method based on two-tuple linguistic information processing
    Institute of Command Automation, PLA Univ. of Sci. and Tech, Nanjing 210007, China
    不详
    不详
    Jiefangjun Ligong Daxue Xuebao, 2009, 5 (435-439):
  • [2] Two-tuple linguistic density operator and its application in multi-attribute decision making
    Yi, P.-T. (ptyi@mail.neu.edu.cn), 2012, Northeast University (27):
  • [3] Project method for multiple attribute group decision making with two-tuple linguistic information
    Lian, Dawei
    Zhao, Xuefeng
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2014, 26 (05) : 2383 - 2389
  • [4] Two-tuple linguistic Multiple Attribute Group Decision Making Based on the Group Ideal Alternative
    Wei Guiwu
    Wang Xiaorong
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 7, 2008, : 150 - +
  • [5] Two-tuple linguistic aggregation operators based on subjective sensation and objective numerical scales for multi-criteria group decision-making problems
    Ma, Y. -X.
    Wang, J.
    Wang, J. -Q.
    Chen, X. -H.
    SCIENTIA IRANICA, 2016, 23 (03) : 1399 - 1417
  • [6] Influence of risk group assessment and decision-making for power supply companies based on catastrophe theory and two-tuple linguistic
    Li C.
    Dong W.
    Pan Z.
    International Journal of Simulation: Systems, Science and Technology, 2016, 17 (39): : 8.1 - 8.6
  • [7] An Approach to Group Making Problems Based on Two-Tuple Linguistic Theory
    Wei Jun
    Zhong Xiaojun
    Gong Jun
    MECHANICAL SCIENCE AND ENGINEERING IV, 2014, 472 : 456 - 459
  • [8] A Novel Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-making
    Liu, Peide
    Zhang, Xiaohong
    COGNITIVE COMPUTATION, 2018, 10 (02) : 242 - 259
  • [9] A Revised Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-Making
    Xue-yang Zhang
    Jing Wang
    Jian-qiang Wang
    Jun-hua Hu
    Cognitive Computation, 2020, 12 : 1070 - 1082
  • [10] A Novel Picture Fuzzy Linguistic Aggregation Operator and Its Application to Group Decision-making
    Peide Liu
    Xiaohong Zhang
    Cognitive Computation, 2018, 10 : 242 - 259