An approach to linguistic multi-attribute decision making based on risk preferences of decision makers

被引:0
|
作者
Lin, Hui [1 ]
机构
[1] Zhejiang Univ Finance & Econ, Sch Informat Management & Engn, Hangzhou 310018, Zhejiang, Peoples R China
关键词
Multi-attribute decision making; Risk preference; GLTS; Semantic function; REPRESENTATION MODEL; INFORMATION; DEVIATION; WORDS; SETS;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An approach is proposed to solve linguistic multi-attribute decision making problems with the risk preference of the decision maker (DM). Firstly, a generalized linguistic term set (GLTS) is defined based on a semantic function to simulate some kinds of linguistic term sets such as the uniform and symmetric linguistic term set (LTS), the non-uniform and asymmetric LTS, the uniform and asymmetric LTS and the non-uniform and symmetric LTS. Then, a method of calculating risk parameters is presented to determine the type of the DM's risk preference. Furthermore, the GLTS has six properties, and the corresponding proofs are given. Finally, a numerical example about the company investment is proposed to illustrate the feasibility and effectiveness of the method given in this paper.
引用
下载
收藏
页码:7274 / 7279
页数:6
相关论文
共 50 条
  • [1] Linguistic multi-attribute decision making with considering decision makers' risk preferences
    Lin, Hui
    Wang, Zhou-Jing
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 33 (03) : 1775 - 1784
  • [2] Approach to the multi-attribute linguistic decision making and it's application
    Liu, Lin
    Chen, Yun-Xiang
    Ge, Zhi-Hao
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2009, 31 (01): : 113 - 115
  • [3] Linguistic CMAC for Multi-Attribute Decision Making
    He, Hongmei
    Lawry, Jonathan
    IMECS 2009: INTERNATIONAL MULTI-CONFERENCE OF ENGINEERS AND COMPUTER SCIENTISTS, VOLS I AND II, 2009, : 48 - 53
  • [4] The Study on Multi-Attribute Decision-Making with Risk Based on Linguistic Variable
    Liu P.
    Zhang X.
    International Journal of Computational Intelligence Systems, 2010, 3 (5) : 601 - 609
  • [5] The Study on Multi-Attribute Decision-Making with Risk Based on Linguistic Variable
    Liu, Peide
    Zhang, Xin
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS, 2010, 3 (05) : 601 - 609
  • [6] Linguistic multi-attribute decision making with multiple priorities
    Yan, Hong-Bin
    Zhang, Xueqing
    Li, Yashuai
    COMPUTERS & INDUSTRIAL ENGINEERING, 2017, 109 : 15 - 27
  • [7] Linguistic Multi-Attribute Decision Making with a Prioritization Relationship
    Wei, Cuiping
    Tang, Xijin
    Wang, Xiaojie
    INTERNATIONAL JOURNAL OF KNOWLEDGE AND SYSTEMS SCIENCE, 2013, 4 (04) : 46 - 54
  • [8] Linguistic Truth-Valued Multi-Attribute Decision Making Approach Based on TOPSIS
    Shi, Yuanyuan
    Zou, Li
    Xu, Yingying
    Luo, Siyuan
    Meng, Jia
    INTELLIGENT DATA ENGINEERING AND AUTOMATED LEARNING - IDEAL 2017, 2017, 10585 : 481 - 488
  • [9] An approach to uncertain linguistic multi-attribute group decision making based on interactive index
    School of Business, Central South University, No. 932 South Lushan Road, Changsha, Hunan
    410083, China
    Int. J. Uncertainty Fuzziness Knowledge Based Syst., 3 (319-344):
  • [10] A Multi-attribute Group Decision-making Approach Based on Uncertain Linguistic Information
    Gong Jun
    Hu Tao
    Yu Ting
    Zhu Hong-wei
    PROCEEDINGS OF THE 2019 31ST CHINESE CONTROL AND DECISION CONFERENCE (CCDC 2019), 2019, : 4125 - 4128