Authors: | Stanojević, Bogdana Stanojević, Milan |
Affiliations: | Computer Science Mathematical Institute of the Serbian Academy of Sciences and Arts |
Title: | Analytic description to the fuzzy efficiencies in fuzzy standard Data Envelopment Analysis | Journal: | Procedia Computer Science | Volume: | 199 | First page: | 487 | Last page: | 494 | Conference: | 8th International Conference on Information Technology and Quantitative Management, ITQM 2020 and 2021 | Issue Date: | 2022 | Rank: | M33 | ISSN: | 1877-0509 | DOI: | 10.1016/j.procs.2022.01.059 | Abstract: | In this paper we show how a parametric discussion on the optimal objective values to two mathematical models involved in a fuzzy standard data envelopment analysis can provide an analytic description to the membership functions of the fuzzy efficiencies of the decision-making units. We recall the mathematical models under discussion from the literature, but we approach them from a novel perspective, thus providing an analytical alternative to the numerical methods used so far in the literature. |
Keywords: | Data envelopment analysis | Fuzzy efficiency | Parametric programming | Publisher: | Elsevier |
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