Title of article :
Sensitivity Analysis of Efficient and Inefficient Units in Integer-Valued Data Envelopment Analysis
Author/Authors :
Tohidi، G. نويسنده Department of Mathematics, Islamic Azad University, Central Tehran Branch, PO. Code 14168-94351, Iran. , , Banihashemi، Sh. نويسنده Department of Mathematics, Computer and Statistics, Faculty of Economics , , Sanei Taheri، M. نويسنده ,
Issue Information :
روزنامه با شماره پیاپی 13 سال 2014
Pages :
10
From page :
43
To page :
52
Abstract :
One of the most important issues in Data Envelopment Analysis (DEA) is sensitivity and stability region of a speci c Decision Making Unit (DMU), including efficient and inecient DMUs. In sensitivity analysis of efficient DMUs, the largest region should be found namely stability region that data variations are only for under evaluation efficient DMU and the data for the remaining DMUs are assumed fi xed. Also under evaluation efficient DMU remains efficient with these variations. In sensitivity analysis of an inecient DMU, it can obtain an efficiency score which is defi ned by the manager. In traditional DEA, we assume that all inputs and outputs are real amounts and consider continuous inputs and outputs. Although,there are some applications in which one or more inputs and/or outputs can only take integer quantities. In this paper, we obtain a stability region for efficient DMUs with integer data. Thus the inecient DMU which is under evaluation can satisfy the decision maker and also it can be improved itself to gain a de ned efficiency score by management, with integer data. The procedures are illustrated by numerical examples.
Journal title :
International Journal of Mathematical Modelling and Computations
Serial Year :
2014
Journal title :
International Journal of Mathematical Modelling and Computations
Record number :
1367340
Link To Document :
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