USING THE MINIMUM DISTANCE OF DMUs FROM THE FRONTIER OF THE PPS FOR EVALUATING GROUP PERFORMANCE OF DMUs IN DEA

被引:15
|
作者
Jahanshahloo, G. R. [2 ]
Vakili, J. [1 ,2 ]
Mirdehghan, S. M. [3 ]
机构
[1] Tabriz Univ, Fac Math Sci & Comp, Tabriz, Iran
[2] Teacher Training Univ, Fac Math & Comp Sci, Tehran 15618, Iran
[3] Shiraz Univ, Fac Math, Shiraz, Iran
关键词
Data envelopment analysis (DEA); minimum distance; frontier; group performance; production possibility set (PPS); DATA ENVELOPMENT ANALYSIS; DECISION-MAKING UNITS; EFFICIENCY PERFORMANCE; CLOSEST TARGETS; PROPERTY; MODELS; CONVEX; BANKS;
D O I
10.1142/S0217595912500108
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
Evaluating group performance of decision-making units (DMUs) is an application of data envelopment analysis (DEA) and usually provides a measure to compare the frontiers of the production possibility sets (PPSs) corresponding to different groups and the internal inefficiencies of DMUs associated with their group. In this paper, first, a method is presented for obtaining the minimum distance of DMUs from the frontier of the PPS by parallel to.parallel to(1), which itself can be a very important subject in DEA, and then, for stating an application of these distances, an approach is provided for evaluating group performance of DMUs based on the production ability of the PPSs such that both constant and variable returns to scale assumptions can be used in this method in contrast with some other methods. Therefore, providing the methods for both obtaining the minimum distance of DMUs from the frontier of the PPS and evaluating group performance of DMUs is the most important contribution of this paper.
引用
收藏
页数:25
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