DocumentCode :
553115
Title :
Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis
Author :
Hasuike, Takashi
Author_Institution :
Grad. Sch. of Inf. Sci. & Technol., Osaka Univ., Suita, Japan
Volume :
2
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
727
Lastpage :
730
Abstract :
This paper considers a fuzzy DEA-based model of technical and cost efficiencies with a ranking function. Previous studies of fuzzy DEA model in terms of cost efficiency had critical shortcoming if the unit prices of the inputs are not identical across DMUs in the economy. Therefore, in this paper, a new fuzzy model is proposed by extending the revised scheme of DEA-based technical and cost efficiencies that are free from such inconsistencies. The proposed model is a fuzzy programming problem, and so introducing a ranking function for fuzzy inequalities, it is equivalently transformed into a linear programming problem. Furthermore, comparing the proposed model with the original model, a numerical example derived from hospital data is provided.
Keywords :
data envelopment analysis; fuzzy set theory; linear programming; pricing; DMU; economy; fuzzy DEA model; fuzzy data envelopment analysis; fuzzy inequalities; fuzzy programming; linear programming; ranking function; technical-cost efficiencies; unit prices; Analytical models; Data envelopment analysis; Data models; Hospitals; Mathematical model; Numerical models; Data Envelopment Analysis (DEA); cost and technical efficiencies; fuzzy theory; ranking function;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2011 Eighth International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-61284-180-9
Type :
conf
DOI :
10.1109/FSKD.2011.6019704
Filename :
6019704
Link To Document :
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