Multiplier bounds in DEA via strong complementary slackness condition solution

被引:16
作者
Chen, Y
Morita, H
Zhu, J [1 ]
机构
[1] Worcester Polytech Inst, Dept Management, Worcester, MA 01609 USA
[2] Univ Massachusetts, Coll Management, Lowell, MA 01845 USA
[3] Osaka Univ, Grad Sch Informat Sci & Technol, Suita, Osaka 5650871, Japan
基金
日本学术振兴会;
关键词
data envelopment analysis (DEA); efficient; slack; strong complementary slackness condition (SCSC); DATA ENVELOPMENT ANALYSIS; EFFICIENCY; MODELS; UNITS;
D O I
10.1016/S0925-5273(03)00005-7
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Data envelopment analysis (DEA) is a methodology for evaluating the relative efficiency of peer decision making units (DMUs) with multiple inputs and multiple outputs. In DEA evaluation, the efficiency scores for inefficient DMUs are obtained by calculating the proportional input or output Changes required to reach the DEA efficient frontier. It is likely that further individual input and output changes can be made to improve the performance. Such individual changes are called DEA slacks which also represent inefficiency. Methods have been developed to deal with the non-zero DEA slacks by re-shaping the original DEA frontier. This paper develops an alternative approach to eliminate the non-zero DEA slacks while keeping the original DEA frontier unchanged. (C) 2003 Elsevier B.V. All rights reserved.
引用
收藏
页码:11 / 19
页数:9
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