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