基于信息熵的DEA交叉效率综合评价

被引:2
作者
胡庆红
王应明
机构
[1] 福州大学公共管理学院
基金
国家杰出青年科学基金;
关键词
DEA; 交叉效率; 信息熵; 综合评价;
D O I
暂无
中图分类号
C934 [决策学];
学科分类号
摘要
DEA交叉效率作为自评和互评体系相结合的用于决策单元评价并排序的方法,自1986年提出至今已得到充分发展,伴随着解决旧模型某个方面的缺陷或在应用方面的不足而产生了许多新模型,但这些模型总有各自的侧重点。利用信息熵综合不同DEA交叉效率模型来评价决策单元的相对效率,可以在一定程度上平衡各个模型的缺陷,使得最终的评价效率更客观和更可靠。最后选用一个经典数据算例验证该方法的有效性。
引用
收藏
页码:54 / 60
页数:7
相关论文
共 14 条
  • [1] Efficiency and cross-efficiency in DEA: Derivations, meanings and uses. Doyle, John,Green, Rodney. Journal of the Operational Research Society . 1994
  • [2] Shannon’s entropy for combining the efficiency results of different DEA models: Method and application[J] . M. Soleimani-damaneh,M. Zarepisheh. &nbspExpert Systems With Applications . 2008 (3)
  • [3] On the choice of weights profiles in cross-efficiency evaluations
    Ramon, Nuria
    Ruiz, Jose L.
    Sirvent, Inmaculada
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2010, 207 (03) : 1564 - 1572
  • [4] Determination of weights for ultimate cross efficiency using Shannon entropy[J] . Jie Wu,Jiasen Sun,Liang Liang,Yingchun Zha. &nbspExpert Systems With Applications . 2010 (5)
  • [5] Cross-efficiency evaluation based on ideal and anti-ideal decision making units
    Wang, Ying-Ming
    Chin, Kwai-Sang
    Luo, Ying
    [J]. EXPERT SYSTEMS WITH APPLICATIONS, 2011, 38 (08) : 10312 - 10319
  • [6] 熵-DEA有效性
    杨印生
    张德骏
    [J]. 吉林工业大学学报, 1993, (01) : 22 - 27
  • [7] 考虑服务水平的商业银行综合效率评价研究
    马伟
    王卫平
    杨锋
    [J]. 运筹与管理, 2012, 21 (01) : 205 - 211
  • [8] On the DEA total weight flexibility and the aggregation in cross-efficiency evaluations
    Ruiz, Jose L.
    Sirvent, Inmaculada
    [J]. EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2012, 223 (03) : 732 - 738
  • [9] Approaches to determining the relative importance weights for cross-efficiency aggregation in data envelopment analysis
    Wang, Y. M.
    Wang, S.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2013, 64 (01) : 60 - 69
  • [10] DEA models for minimizing weight disparity in cross-efficiency evaluation
    Wang, Y-M
    Chin, K-S
    Wang, S.
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2012, 63 (08) : 1079 - 1088