Solving interval DEA model and ranking based on interval-oriented and grey incidence degree

被引:0
|
作者
Wang, Jie-Fang [1 ]
Liu, Si-Feng [1 ]
Fang, Zhi-Geng [1 ]
机构
[1] Coll. of Economics and Management, Nanjing Univ. of Aeronautics and Astronautics, Nanjing 210016, China
关键词
Efficiency - System theory - Decision making;
D O I
暂无
中图分类号
学科分类号
摘要
The classical algorithm of solving interval DEA models depends much on evaluator's subjective discrimination, and has also some shortages, e.g. the efficiency interval length might be too long to evaluate the effectiveness of decision-making unit well if the range of the input and output variables interval is large. Aimming to the advantages and disadvantages of both methods, an improved method, named interval-oriented method, is presented to solve DEA model with interval data. The result of the new method depends less on evaluator's subjective discrimination, and its length is shorter. Furthermore, a way to rank decision-making units based on the grey incidence degree is given.
引用
收藏
页码:2146 / 2150
相关论文
共 50 条
  • [1] Method of ranking three parameters interval grey numbers and its application in interval DEA model
    Wang J.-F.
    Liu S.-F.
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2011, 33 (01): : 106 - 109
  • [2] The Incidence Degree Model Based on Interval Numbers
    Wu Honghua
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 5070 - 5073
  • [3] Uncertain constrained optimization by interval-oriented algorithm
    Karmakar, Samiran
    Bhunia, Asoke Kumar
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2014, 65 (01) : 73 - 87
  • [5] Confidence Degree Method for Ranking Interval Grey Number with Whitening Function
    Wang Ziliang
    [J]. JOURNAL OF GREY SYSTEM, 2010, 22 (03): : 199 - 208
  • [6] The Interval Grey Numbers Ranking Based on Risk Preferences
    Li, Zhaobin
    Liu, Jian
    Zhang, Zhuo
    Zhang, Shuai
    [J]. PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON GREY SYSTEMS AND INTELLIGENT SERVICES (GSIS), 2017, : 8 - 13
  • [7] Classifying and ranking DMUs in interval DEA
    郭均鹏
    吴育华
    李汶华
    [J]. Journal of Harbin Institute of Technology(New series), 2005, (04) : 405 - 407
  • [8] Improved prediction model of interval grey number based on the characteristics of grey degree of compound grey number
    Wang, Da-Peng
    Wang, Bing-Wen
    Li, Rui-Fan
    [J]. Xi Tong Gong Cheng Yu Dian Zi Ji Shu/Systems Engineering and Electronics, 2013, 35 (05): : 1013 - 1017
  • [9] The absolute degree of grey incidence for grey sequence base on standard grey interval number operation
    Zhang, Ke
    Ye, Wei
    Zhao, Liping
    [J]. KYBERNETES, 2012, 41 (7-8) : 934 - 944
  • [10] Grey angle cosine relational degree model based on generalized greyness of interval grey number
    Zhang, Li
    Li, Xican
    [J]. GREY SYSTEMS-THEORY AND APPLICATION, 2024, 14 (02) : 337 - 359