共 68 条
Total utility of Z-number
被引:62
作者:
Kang, Bingyi
[1
,2
]
Deng, Yong
[1
,3
]
Sadiq, Rehan
[2
]
机构:
[1] Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China
[2] Univ British Columbia Okanagan, Sch Engn, 3333 Univ Way, Kelowna, BC V1V 1V7, Canada
[3] Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu 610054, Sichuan, Peoples R China
基金:
中国国家自然科学基金;
关键词:
Z-number;
Utility;
Fuzzy number;
Preference of Z-number;
Decision making;
INTUITIONISTIC FUZZY VALUES;
ATTITUDINAL RANKING METHOD;
DECISION-MAKING;
PREFERENCE RELATIONS;
INFORMATION;
SETS;
D O I:
10.1007/s10489-017-1001-5
中图分类号:
TP18 [人工智能理论];
学科分类号:
081104 ;
0812 ;
0835 ;
1405 ;
摘要:
Z-numbers, combined with "constraint" and "reliability", has more power to express human knowledge. How to determine the ordering of Z-numbers and how to make a decision with Z-numbers are both meaningful and open issues. In this paper, a new notion of the total utility of Z-number is proposed to measure the total effects of a Z-number. The proposed total utility of Z-number can be used to determine the ordering of Z-numbers, and can also be simply applied in the application of multi-criteria decision making under uncertain environments. Two particular cases of Z-number (Gaussian and triangular), and some mathematical properties of the total utility of Z-number are discussed in this paper. Several applications and comparative analyses are shown to demonstrate the effectiveness of the proposed total utility of Z-number in the application of ordering Z-numbers and multi-criteria decision making.
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页码:703 / 729
页数:27
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