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Zhurnal Vychislitel'noi Matematiki i Matematicheskoi Fiziki, 2019, Volume 59, Number 3, Pages 534–546
DOI: https://doi.org/10.1134/S0044466919030116
(Mi zvmmf10870)
 

This article is cited in 10 scientific papers (total in 10 papers)

Frontier visualization and estimation of returns to scale in free disposal hull models

V. E. Krivonozhkoab, A. V. Lycheva

a National University of Science and Technology «MISIS», Moscow
b Lomonosov Moscow State University, Faculty of Computational Mathematics and Cybernetics
Citations (10)
References:
Abstract: The free disposal hull (FDH) model of production technology assumes free disposability of all inputs and outputs, but does not make any convexity assumptions. In this paper, we develop an algorithm for the reconstruction of the frontier of the FDH technology that corresponds to its sections by different two-dimensional planes. From a practical perspective, the suggested algorithm is useful for the visualization and exploration of the efficient frontier of the FDH technology. Furthermore, based on the suggested algorithm, we develop a new procedure for the evaluation of returns to scale in the FDH technology. Compared to the existing methods, our approach does not require assessing the efficiency of productive units in the reference technologies, which is known to be a computationally intensive task. Our theoretical results are confirmed by computational experiments in applications with real-life data sets from different industries.
Key words: data envelopment analysis, free disposal hull, returns to scale, frontier visualization.
Funding agency Grant number
Russian Science Foundation 17-11-01353
This study is supported by the Russian Science Foundation (project no. 17-11-01353).
Received: 23.05.2018
English version:
Computational Mathematics and Mathematical Physics, 2019, Volume 59, Issue 3, Pages 501–511
DOI: https://doi.org/10.1134/S0965542519030114
Bibliographic databases:
Document Type: Article
UDC: 519.87
Language: Russian
Citation: V. E. Krivonozhko, A. V. Lychev, “Frontier visualization and estimation of returns to scale in free disposal hull models”, Zh. Vychisl. Mat. Mat. Fiz., 59:3 (2019), 534–546; Comput. Math. Math. Phys., 59:3 (2019), 501–511
Citation in format AMSBIB
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\jour Zh. Vychisl. Mat. Mat. Fiz.
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\issue 3
\pages 534--546
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\crossref{https://doi.org/10.1134/S0044466919030116}
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\transl
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  • https://www.mathnet.ru/eng/zvmmf/v59/i3/p534
  • This publication is cited in the following 10 articles:
    Citing articles in Google Scholar: Russian citations, English citations
    Related articles in Google Scholar: Russian articles, English articles
    Журнал вычислительной математики и математической физики Computational Mathematics and Mathematical Physics
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    Abstract page:116
    References:7
     
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