A Modified Uncertainty Measure of Z-numbers

被引:4
|
作者
Li, Yangxue [1 ]
Javier Cabrerizo, Francisco [1 ]
Herrera-Viedma, Enrique [1 ]
Morente-Molinera, Juan Antonio [1 ]
机构
[1] Univ Granada, Andalusian Res Inst Data Sci & Computat Intellige, Dept Comp Sci & AI, Granada 18071, Spain
关键词
Uncertainty; discrete Z-numbers; continuous Z-numbers; fuzzy numbers; decision-making;
D O I
10.15837/ijccc.2022.4.4862
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The Z-number is a more adequate construct for describing real-life information. While considering the uncertainty of the information, it also models the partial reliability of the information. It is a combination of probabilistric restriction and possibilistric restriction. In this paper, we modified the uncertainty measurement of the discrete Z-number and proposed the uncertainty measurement of the continuous Z-number. Some numerical examples are used to illustrate the calculation processes and advantages of the proposed method. An application of journey vehicle selection shows the effectiveness of the proposed uncertainty measurement in determining the weights of criteria.
引用
收藏
页数:12
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