A DEA model for resource allocation

This paper concerns inverse DEA. The aim is to estimate input/output levels of a given Decision Making Unit (DMU) when some or all of its input/output levels are changed, under preserving the efficiency index. We show that in the case of estimating increased required input vector when the output vec...

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Vydáno v:Economic modelling Ročník 25; číslo 5; s. 983 - 993
Hlavní autoři: Hadi-Vencheh, Abdollah, Foroughi, Ali Asghar, Soleimani-damaneh, Majid
Médium: Journal Article
Jazyk:angličtina
Vydáno: Amsterdam Elsevier B.V 01.09.2008
Elsevier
Elsevier Science Ltd
Edice:Economic Modelling
Témata:
Data analysis
Data envelopment analysis
Data Envelopment Analysis (DEA)
Decision making
Decision making units
Economic models
Efficiency
Efficiency index
Estimation
Input output analysis
Multiple Objective Linear Programming (MOLP)
Optimization
Programming
Resource allocation
Studies
Data Envelopment Analysis (DEA)
Efficiency
Multiple Objective Linear Programming (MOLP)
ISSN:0264-9993, 1873-6122
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Shrnutí:This paper concerns inverse DEA. The aim is to estimate input/output levels of a given Decision Making Unit (DMU) when some or all of its input/output levels are changed, under preserving the efficiency index. We show that in the case of estimating increased required input vector when the output vector is increased, the current method which uses weakly efficient solution of the relevant multiple objective optimization problem may fail. We propose some sufficient conditions for input estimation.
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ISSN:0264-9993
1873-6122
DOI:10.1016/j.econmod.2008.01.003