Title of article :
ANN-DEA Integrated Approach for Sensitivity Analysis in Efficiency Models
Author/Authors :
Karamali، L. نويسنده Department of Mathematics, Science and Research Branch, Islamic Azad University, Tehran, Iran , , Memariani، A. نويسنده Department of Mathematics and Computer Science, University of Economic Sciences, Tehran, Iran , , jahanshahloo، G.R نويسنده islamic zad university, ,
Issue Information :
سالنامه با شماره پیاپی 0 سال 2013
Pages :
11
From page :
14
To page :
24
Abstract :
Here, we examine the capability of artificial neural networks (ANNs) in sensitivity analysis of the parameters of efficiency analysis model, namely data envelopment analysis (DEA). We are mainly interested to observe the required change of a group of parameters when another group goes under a managerial change, maintaining the score of the efficiency. In other words, this methodology provides a platform for simulating the level of some parameters against the remaining parameters for generating different scenarios, as being in demand for managers.
Journal title :
Iranian Journal of Operations Research (IJOR)
Serial Year :
2013
Journal title :
Iranian Journal of Operations Research (IJOR)
Record number :
1366444
Link To Document :
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