Generalised grey target decision method for mixed attributes with index weights containing uncertain numbers

被引:21
|
作者
Ma, Jinshan [1 ]
机构
[1] Henan Polytech Univ, Sch Energy Sci & Engn, Jiaozuo 454000, Henan, Peoples R China
关键词
Index weight; uncertain number; mixed attributes; binary connection number; generalised grey target decision method; FUZZY AGGREGATION OPERATORS;
D O I
10.3233/JIFS-17851
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
The generalised grey target decision method for mixed attributes with certain number-based index weights has been studied. However, the reported method, with the index weights containing uncertain numbers of different types, cannot be aggregated by the conventional method. So the generalised grey target decision method for mixed attributes with index weights containing uncertain numbers is worthy of investigation. The research framework comprises two key points: calculating the index proximity of all alternatives and obtaining certain number-based index weights. Above all, the index proximities are calculated and normalised by the previous method. Then the certain index weights are obtained: first, all mixed types of weights are converted into binary connection numbers and regarded as binary connection number vectors; second, the proximity of all index weight vectors and the baseline vector are calculated and converted into certain number-based index weights. Finally, the integrated proximities of all alternatives are obtained by aggregating the normalised index proximity with the certain index weights. A case study illustrates the proposed method.
引用
收藏
页码:625 / 632
页数:8
相关论文
共 50 条
  • [31] A new two-stage grey evaluation decision-making method for interval grey numbers
    Li, Peng
    Wei, Cuiping
    KYBERNETES, 2018, 47 (04) : 801 - 815
  • [32] Multiattribute Grey Target Decision Method Based on Soft Set Theory
    Wang, Xia
    Dang, Yaoguo
    Hou, Diqing
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2014, 2014
  • [33] Decision Making Method for Dual Uncertain Information based on Grey Incidence Analysis and Grey Relative Entropy Optimization
    Song, Wen
    Zhu, Jianjun
    Zhang, Shitao
    Chen, Ye
    JOURNAL OF GREY SYSTEM, 2017, 29 (03): : 78 - 98
  • [34] Multi-objective Grey Target Decision Making Methods under the Information of Three-parameter Interval Grey Numbers
    Luo, Dang
    Sun, Li
    Liu, Sifeng
    Mi, Chuanmin
    IEEE INTERNATIONAL CONFERENCE ON SYSTEMS, MAN AND CYBERNETICS (SMC 2010), 2010, : 3601 - 3605
  • [35] A Grey Target Decision-Based Risk Evaluation and Prioritization Method for FMEA with Interval Grey Number
    Wang, Dandan
    Jian, Lirong
    Liu, Sifeng
    Fu, Shuaishuai
    JOURNAL OF GREY SYSTEM, 2021, 33 (04): : 1 - 15
  • [36] Grey relational analysis method for interval multiple attribute decision making with incomplete attribute weights
    School of Economics and Management, Southwest Jiaotong Univ., Chengdu 610031, China
    不详
    Xi Tong Cheng Yu Dian Zi Ji Shu/Syst Eng Electron, 2006, 12 (1834-1836):
  • [37] Multi-attribute grey target decision method with three-parameter interval grey number
    Li, Ye
    Zhu, Shanli
    Guo, San-Dang
    GREY SYSTEMS-THEORY AND APPLICATION, 2016, 6 (02) : 270 - 280
  • [38] Method of grey related analysis to multiple attribute decision making problem with interval numbers
    Zhang, Ji-Jun
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2005, 27 (06): : 1030 - 1033
  • [39] The method of grey related analysis to multiple attribute decision making problems with interval numbers
    Zhang, JJ
    Wu, DS
    Olson, DL
    MATHEMATICAL AND COMPUTER MODELLING, 2005, 42 (9-10) : 991 - 998
  • [40] Decision making method of TOPSIS based on three-parameter interval grey numbers
    Chen K.
    Chen P.
    Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2019, 41 (01): : 124 - 130