Maximum appreciative cross-efficiency in DEA: A new ranking method

被引:66
作者
Oukil, Amar [1 ]
Amin, Gholam R. [1 ]
机构
[1] Sultan Qaboos Univ, Coll Econ & Polit Sci, Dept Operat Management & Business Stat, Muscat, Oman
关键词
Data envelopment analysis; Ranking; Cross-efficiency; Maximum appreciation; Preference voting; Ordered weighted averaging; DATA ENVELOPMENT ANALYSIS; DECISION-MAKING UNITS; OWA OPERATOR WEIGHTS; MINIMAX DISPARITY; MODEL; GAME; AGGREGATION; SELECTION; GOAL;
D O I
10.1016/j.cie.2014.12.020
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Ranking decision making units (DMUs) is one of the most important applications of data envelopment analysis (DEA). In this paper, we exploit the power of individual appreciativeness in developing a methodology that combines cross-evaluation, preference voting and ordered weighted averaging (OWA). We show that each stage of the proposed methodology enhances discrimination among DMUs while offering more flexibility to the decision process. Our approach is illustrated through an example involving 15 baseball players. (C) 2014 Elsevier Ltd. All rights reserved.
引用
收藏
页码:14 / 21
页数:8
相关论文
共 49 条
[1]   Review of ranking methods in the data envelopment analysis context [J].
Adler, N ;
Friedman, L ;
Sinuany-Stern, Z .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 140 (02) :249-265
[2]   An extended minimax disparity to determine the OWA operator weights [J].
Amin, Gholam R. ;
Emrouznejad, Ali .
COMPUTERS & INDUSTRIAL ENGINEERING, 2006, 50 (03) :312-316
[3]   A PROCEDURE FOR RANKING EFFICIENT UNITS IN DATA ENVELOPMENT ANALYSIS [J].
ANDERSEN, P ;
PETERSEN, NC .
MANAGEMENT SCIENCE, 1993, 39 (10) :1261-1265
[4]   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
[5]   Cross-ranking of Decision Making Units in Data Envelopment Analysis [J].
Angiz, Majid Zerafat ;
Mustafa, Adli ;
Kamali, Mohammad Jalal .
APPLIED MATHEMATICAL MODELLING, 2013, 37 (1-2) :398-405
[6]  
[Anonymous], 1986, MEASURING EFFICIENCY
[7]   MEASURING EFFICIENCY OF DECISION-MAKING UNITS [J].
CHARNES, A ;
COOPER, WW ;
RHODES, E .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 1978, 2 (06) :429-444
[8]   Optimizing the rank position of the DMU as secondary goal in DEA cross-evaluation [J].
Contreras, I. .
APPLIED MATHEMATICAL MODELLING, 2012, 36 (06) :2642-2648
[9]  
Cook M., 1990, MANAGE SCI, V36, P1302
[10]  
Cooper W., 2007, Data envelopement analysis. A comprehensive text with models, applications, V2nd