Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

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.

Original languageEnglish
Title of host publicationProceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011
Pages727-730
Number of pages4
Volume2
DOIs
Publication statusPublished - 2011
Externally publishedYes
Event2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC'11 - Shanghai, China
Duration: 2011 Jul 262011 Jul 28

Other

Other2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC'11
CountryChina
CityShanghai
Period11/7/2611/7/28

Fingerprint

Technical Efficiency
Ranking Function
Cost Efficiency
Fuzzy Data
Data envelopment analysis
Data Envelopment Analysis
Fuzzy Model
Costs
Fuzzy Programming
Inconsistency
Model
Linear programming
Numerical Examples
Unit

Keywords

  • cost and technical efficiencies
  • Data Envelopment Analysis (DEA)
  • fuzzy theory
  • ranking function

ASJC Scopus subject areas

  • Computational Theory and Mathematics
  • Computer Science Applications
  • Applied Mathematics

Cite this

Hasuike, T. (2011). Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis. In Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011 (Vol. 2, pp. 727-730). [6019704] https://doi.org/10.1109/FSKD.2011.6019704

Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis. / Hasuike, Takashi.

Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011. Vol. 2 2011. p. 727-730 6019704.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hasuike, T 2011, Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis. in Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011. vol. 2, 6019704, pp. 727-730, 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011, Jointly with the 2011 7th International Conference on Natural Computation, ICNC'11, Shanghai, China, 11/7/26. https://doi.org/10.1109/FSKD.2011.6019704
Hasuike T. Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis. In Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011. Vol. 2. 2011. p. 727-730. 6019704 https://doi.org/10.1109/FSKD.2011.6019704
Hasuike, Takashi. / Technical and cost efficiencies with ranking function in fuzzy data envelopment analysis. Proceedings - 2011 8th International Conference on Fuzzy Systems and Knowledge Discovery, FSKD 2011. Vol. 2 2011. pp. 727-730
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