Email this article Construction of three-dimensional sections of the efficient frontier for non-convex models
- Authors: Krivonozhko V.E.1,2, Lychev A.V.1, Blokhina N.S.3
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Affiliations:
- National University of Science and Technology MISiS
- Federal Research Center Computer Science and Control of the Russian Academy of Sciences
- Moscow State University of Civil Engineering (National Research University)
- Issue: Vol 488, No 5 (2019)
- Pages: 481-485
- Section: Mathematics
- URL: https://journals.eco-vector.com/0869-5652/article/view/17782
- DOI: https://doi.org/10.31857/S0869-56524885481-485
- ID: 17782
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Abstract
Non-convex Free Disposal Hull (FDH) model was proposed in the scientific literature in the end of 20-th century for performance measurement of complex multidimensional production units. FDH model was proposed almost simultaneously with DEA (Data Envelopment Analysis) model. However, as distinct from the DEA models, production possibility set of FDH models are non-convex ones, what significantly refrained the development of these models. As far as we know, the necessity for such approach has been noted in the world scientific literature for a long time. In this paper, an approach is proposed for three-dimensional visualization of FDH models. An approach was tested using real-life data sets from different areas. Computational experiments confirm reliability and effectiveness of the proposed approach.
About the authors
V. E. Krivonozhko
National University of Science and Technology MISiS; Federal Research Center Computer Science and Control of the Russian Academy of Sciences
Author for correspondence.
Email: krivonozhkove@mail.ru
Russian Federation, 4, Leninsky prospect, Moscow, 119049; 44/2, Vavilova street, Moscow, 119333
A. V. Lychev
National University of Science and Technology MISiS
Email: lychev@misis.ru
Russian Federation, 4, Leninsky prospect, Moscow, 119049
N. S. Blokhina
Moscow State University of Civil Engineering (National Research University)
Email: nsb_sapr@mail.ru
Russian Federation, 26, Yaroslavskoe shosse, Moscow, 129337
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