A modified method of generating Z-number based on OWA weights and maximum entropy

被引:26
作者
Tian, Ye [1 ]
Kang, Bingyi [1 ]
机构
[1] Northwest A&F Univ, Coll Informat Engn, Yangling 712100, Shaanxi, Peoples R China
基金
中国国家自然科学基金;
关键词
Z-number; OWA; Maximum entropy; Reliability; Decision making; FUZZY AGGREGATION OPERATORS; SETS; MODEL;
D O I
10.1007/s00500-020-04914-8
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
How to generate Z-number is an important and open issue in the uncertain information processing of Z-number. In Kang et al. (Int J Intell Syst 33(8):1745-1755, 2018), a method of generating Z-number using OWA weight and maximum entropy is investigated. However, the meaning of the method in Kang et al. (2018) is not clear enough according to the definition of Z-number. Inspired by the methodology in Kang et al. (2018), we modify the method of determining Z-number based on OWA weights and maximum entropy, which is more clear about the meaning of Z-number. In addition, the model of generating Z-number under the environment of group decision making is well investigated based the modified model. Some numerical examples are used to illustrate the effectiveness of the proposed methodology.
引用
收藏
页码:15841 / 15852
页数:12
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