On how to properly calculate the Euclidean distance-based measure in DEA

被引:41
作者
Aparicio, Juan [1 ]
Pastor, Jesus T. [1 ]
机构
[1] Univ Miguel Hernandez Elche, Ctr Operat Res CIO, Alicante 03202, Spain
关键词
data envelopment analysis; efficiency measure; Euclidean distance; MINIMUM DISTANCE; CONVEX SET; EFFICIENCY; PROFIT;
D O I
10.1080/02331934.2012.655692
中图分类号
C93 [管理学]; O22 [运筹学];
学科分类号
070105 ; 12 ; 1201 ; 1202 ; 120202 ;
摘要
Recently, in a data envelopment analysis framework, Amirteimoori and Kordrostami [A Euclidean distance-based measure of efficiency in data envelopment analysis, Optimization 59 (2010), pp. 985-996] introduced a Euclidean distance-based measure of efficiency in order to obtain the shortest path to the strongly efficient frontier from an assessed unit. In this article, we show a drawback of the aforementioned approach and two examples of its consequences. In order to overcome this weakness, we slightly modify a model introduced by Aparicio etal. [Closest targets and minimum distance to the Pareto-efficient frontier in DEA, J. Prod. Anal. 28 (2007), pp. 209-218].
引用
收藏
页码:421 / 432
页数:12
相关论文
共 16 条
[1]  
Ali A.I., 1993, MEASUREMENT PRODUCTI, P120, DOI DOI 10.1093/ACPROF:OSO/9780195183528.003.0003
[2]   A Euclidean distance-based measure of efficiency in data envelopment analysis [J].
Amirteimoori, Alireza ;
Kordrostami, Sohrab .
OPTIMIZATION, 2010, 59 (07) :985-996
[3]  
[Anonymous], 1951, ACTIVITY ANAL PRODUC
[4]   Closest targets and minimum distance to the Pareto-efficient frontier in DEA [J].
Aparicio, Juan ;
Ruiz, Jose L. ;
Sirvent, Inmaculada .
JOURNAL OF PRODUCTIVITY ANALYSIS, 2007, 28 (03) :209-218
[5]   Minimum distance to the complement of a convex set: Duality result [J].
Briec, W .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1997, 93 (02) :301-319
[6]   Holder distance function and measurement of technical efficiency [J].
Briec, W .
JOURNAL OF PRODUCTIVITY ANALYSIS, 1999, 11 (02) :111-131
[7]   Metric distance function and profit: Some duality results [J].
Briec, W ;
Lesourd, JB .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1999, 101 (01) :15-33
[8]   Profit, directional distance functions, and Nerlovian efficiency [J].
Chambers, RG ;
Chung, Y ;
Fare, R .
JOURNAL OF OPTIMIZATION THEORY AND APPLICATIONS, 1998, 98 (02) :351-364
[9]   CLASSIFYING AND CHARACTERIZING EFFICIENCIES AND INEFFICIENCIES IN DATA DEVELOPMENT ANALYSIS [J].
CHARNES, A ;
COOPER, WW ;
THRALL, RM .
OPERATIONS RESEARCH LETTERS, 1986, 5 (03) :105-110
[10]   Data envelopment analysis (DEA) - Thirty years on [J].
Cook, Wade D. ;
Seiford, Larry M. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2009, 192 (01) :1-17