On FDH efficiency analysis with interval data

被引:20
作者
Jahanshahloo, GR
Matin, RK
Vencheh, AH
机构
[1] Quaid I Azam Univ, Dept Math, Tehran 313, Iran
[2] Quaid I Azam Univ, Dept Math, Khorasgan, Isfahan, Iran
关键词
data envelopment analysis; FDH model; interval data;
D O I
10.1016/j.amc.2003.08.127
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
Most of DEA models make an assumption that input and output data are exact without any variation. Cooper et al. [Manage. Sci. 45 (1999) 597] introduced imprecise data envelopment analysis (IDEA). When some inputs and outputs are unknown decision variables such as bounded data, ordinal data, and ratio bounded data, the DEA model becomes a non-linear programming problem. In this paper we consider FDH model with imprecise data, first we introduce linear form of FDH model [J. Product. Anal. 16 (2001) 129] then according to [Eur. J. Oper. Res. 140 (2002) 24] we follow efficiency analysis. (C) 2003 Elsevier Inc. All rights reserved.
引用
收藏
页码:47 / 55
页数:9
相关论文
共 15 条
[1]   A dual approach to nonconvex frontier models [J].
Agrell, PJ ;
Tind, J .
JOURNAL OF PRODUCTIVITY ANALYSIS, 2001, 16 (02) :129-147
[2]  
BAZARRA MS, 1990, LINEAR PROGRAMMING N
[3]  
BROCKETT PL, 1997, EUROPEAN J OPERATION, V73, P13
[4]  
CHEN Y, UNPUB MANAGEMENT SCI
[5]  
Cooper W. W., 2001, J OPERATIONAL RES SO, V52, P76
[6]   An illustrative application of idea (imprecise Data Envelopment Analysis) to a Korean mobile telecommunication company [J].
Cooper, WW ;
Park, KS ;
Yu, G .
OPERATIONS RESEARCH, 2001, 49 (06) :807-820
[7]   IDEA and AR-IDEA: Models for dealing with imprecise data in DEA [J].
Cooper, WW ;
Park, KS ;
Yu, G .
MANAGEMENT SCIENCE, 1999, 45 (04) :597-607
[8]  
Cooper WW, 1999, DATA ENVELOPMENT ANA
[9]   Data envelopment analysis with imprecise data [J].
Despotis, DK ;
Smirlis, YG .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2002, 140 (01) :24-36
[10]  
PARK KS, UNPUB MANAGEMENT SCI