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
相关论文
共 50 条
  • [1] A New Uncertainty Measure of Discrete Z-numbers
    Li, Yangxue
    Garg, Harish
    Deng, Yong
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2020, 22 (03) : 760 - 776
  • [2] A New Uncertainty Measure of Discrete Z-numbers
    Yangxue Li
    Harish Garg
    Yong Deng
    [J]. International Journal of Fuzzy Systems, 2020, 22 : 760 - 776
  • [3] Applied Z-numbers
    Patel, Purvag
    Rahimi, Shahram
    Khorasani, Elham
    [J]. 2015 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY DIGIPEN NAFIPS 2015, 2015,
  • [4] Ordering of Z-numbers
    Mohamad, Daud
    Shaharani, Saidatull Akma
    Kamis, Nor Hanimah
    [J]. PROCEEDINGS OF THE 24TH NATIONAL SYMPOSIUM ON MATHEMATICAL SCIENCES (SKSM24): MATHEMATICAL SCIENCES EXPLORATION FOR THE UNIVERSAL PRESERVATION, 2017, 1870
  • [5] Z-Numbers and Applications
    Aliev, Rafik
    Kreinovich, Vladik
    Turksen, Burhan
    Bonfig, Karl Walter
    [J]. INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2018, 24 (01): : 145 - 146
  • [6] A Note on Z-numbers
    Zadeh, Lotfi A.
    [J]. INFORMATION SCIENCES, 2011, 181 (14) : 2923 - 2932
  • [7] A Decade of the Z-Numbers
    Banerjee, Romi
    Pal, Sankar K.
    Pal, Jayanta Kumar
    [J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 30 (08) : 2800 - 2812
  • [8] The arithmetic of discrete Z-numbers
    Aliev, R. A.
    Alizadeh, A. V.
    Huseynov, O. H.
    [J]. INFORMATION SCIENCES, 2015, 290 : 134 - 155
  • [9] The arithmetic of continuous Z-numbers
    Aliev, R. A.
    Huseynov, O. H.
    Zeinalova, L. M.
    [J]. INFORMATION SCIENCES, 2016, 373 : 441 - 460
  • [10] A Novel Z-TOPSIS Method Based on Improved Distance Measure of Z-Numbers
    Cheng, Ruolan
    Zhang, Jianfeng
    Kang, Bingyi
    [J]. INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (06) : 2813 - 2830