Some alternative models for DEA cross-efficiency evaluation

被引:174
作者
Wang, Ying-Ming [1 ]
Chin, Kwai-Sang [2 ]
机构
[1] Fuzhou Univ, Sch Publ Adm, Inst Decis Sci, Fuzhou 350108, Peoples R China
[2] City Univ Hong Kong, Dept Mfg Engn & Engn Management, Kowloon Tong, Hong Kong, Peoples R China
基金
中国国家自然科学基金;
关键词
Data envelopment analysis; Cross-efficiency evaluation; DEA ranking; DATA ENVELOPMENT ANALYSIS; DISCRIMINATION; FRAMEWORK; SELECTION;
D O I
10.1016/j.ijpe.2010.07.032
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Cross-efficiency evaluation is an effective method for ranking decision-making units (DMUs) in data envelopment analysis (DEA) and can be performed with different formulations (aggressive or benevolent), secondary goals, and models. This paper proposes some new alternative models for DEA cross-efficiency evaluation to provide more methodological options for the decision maker (DM) to choose from. The proposed new alternative models are illustrated with two numerical examples. The results are believed to be more realistic than those obtained by the alternative secondary goals suggested by Liang et al. [Liang, L., Wu, J., Cook, W.D. and Zhu, J., 2008a. Alternative secondary goals in DEA cross-efficiency evaluation. International Journal of Production Economics 113 (2), 1025-1030]. (C) 2010 Elsevier B.V. All rights reserved.
引用
收藏
页码:332 / 338
页数:7
相关论文
共 30 条
[1]   The fixed weighting nature of a cross-evaluation model [J].
Anderson, TR ;
Hollingsworth, K ;
Inman, L .
JOURNAL OF PRODUCTIVITY ANALYSIS, 2002, 17 (03) :249-255
[2]   A closer look at the use of data envelopment analysis for technology selection [J].
Baker, RC ;
Talluri, S .
COMPUTERS & INDUSTRIAL ENGINEERING, 1997, 32 (01) :101-108
[3]   Slack-based ranking method: an interpretation to the cross-efficiency method in DEA [J].
Bao, C-P ;
Chen, T-H ;
Chang, S-Y .
JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 2008, 59 (06) :860-862
[4]   An evaluation of European airlines' operational performance [J].
Barros, Carlos Pestana ;
Peypoch, Nicolas .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 122 (02) :525-533
[5]   Probabilistically constrained models for efficiency and dominance in DEA [J].
Bruni, M. E. ;
Conforti, D. ;
Beraldi, P. ;
Tundis, E. .
INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS, 2009, 117 (01) :219-228
[6]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[7]  
DOYLE J, 1994, J OPER RES SOC, V45, P567, DOI 10.2307/2584392
[8]  
DOYLE JR, 1995, INFOR, V33, P205
[9]   Data envelopment analysis based decision model for optimal operator allocation in CMS [J].
Ertay, T ;
Ruan, D .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2005, 164 (03) :800-810
[10]   Preference voting and project ranking using DEA and cross-evaluation [J].
Green, RH ;
Doyle, JR ;
Cook, WD .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1996, 90 (03) :461-472