Abstract
One of the prominent features of standard and fuzzy data envelopment analysis (DEA) is the representation of each of the participating decision making units (DMUs) in the best possible light. This causes two problems; first, the different set of factor weights with large number of zeros and second a large number of linear programming models to solve. In this paper, we propose an efficient method to address these two problems. In proposed method by solving just one linear programming a Common Set of Weights (CSW) is achieved in fuzzy DEA. Since resulted efficiencies by the proposed CSW are interval numbers rather than crisp values, it is more informative for decision maker. The proposed model is applied to a numerical example to demonstrate the concept.
Original language | English |
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Title of host publication | World Scientific Proceedings Series on Computer Engineering and Information Science 7 |
Subtitle of host publication | Uncertainty Modeling in Knowledge Engineering and Decision Making: Proceedings of the 10th International FLINS Conference |
Editors | Cengiz Kahraman, Etienne E. Kerre, Faik Tunc Bozbura |
Publisher | World Scientific Publishing Co. Pte Ltd |
Pages | 1070-1075 |
Number of pages | 6 |
Volume | 7 |
ISBN (Electronic) | 9789814417754 |
ISBN (Print) | 9789814417730 |
DOIs | |
Publication status | Published - 26 Aug 2012 |
Externally published | Yes |
Event | 10th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference - Istanbul, Turkey Duration: 26 Aug 2012 → 29 Aug 2012 Conference number: 10 |
Publication series
Name | World Scientific Proceedings Series on Computer Engineering and Information Science |
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Publisher | World Scientific Publishing Co. Pte Ltd |
ISSN (Print) | 1793-7868 |
Conference
Conference | 10th International Fuzzy Logic and Intelligent Technologies in Nuclear Science Conference |
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Abbreviated title | FLINS 2012 |
Country/Territory | Turkey |
City | Istanbul |
Period | 26/08/12 → 29/08/12 |