DocumentCode :
685634
Title :
Inverse dea model with considering returns to scale and elasticity
Author :
Xiaoya Li ; Jinchuan Cui
Author_Institution :
Acad. of Math. & Syst. Sci., Beijing, China
fYear :
2013
fDate :
23-25 Aug. 2013
Firstpage :
1
Lastpage :
5
Abstract :
This paper discusses a new kind of inverse data envelopment analysis (DEA) model with considering returns to scale and elasticity of decision making unit (DMU). An inverse DEA model can be used for a DMU to estimate its input/output levels when some or all of its input/output entities are revised. Different from original inverse DEA model, the new model allows the efficiency score being changed, which is more of economical background. Under this hypothesis, by finding most production scale size of the observed DMU, we propose a function to compute the approximate change of efficiency score, and then we construct an algorithm to solve the new inverse DEA model. Numerical example is discussed at last.
Keywords :
data envelopment analysis; decision making; investment; DMU; decision making unit; efficiency score; elasticity; input-output entity; input-output level estimation; inverse DEA model; inverse data envelopment analysis model; production scale size; returns to scale; Date Envelopment Analysis(DEA); Efficiency Score; Elasticity; Most Productive Scale Size(MPSS); Returns to Scale(RTS);
fLanguage :
English
Publisher :
iet
Conference_Titel :
Operations Research and its Applications in Engineering, Technology and Management 2013 (ISORA 2013), 11th International Symposium on
Conference_Location :
Huangshan
Electronic_ISBN :
978-1-84919-713-7
Type :
conf
DOI :
10.1049/cp.2013.2265
Filename :
6822776
Link To Document :
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