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An extended inequality approach for evaluating decision making units with a single output

In this work, an extended evaluation approach for decision making units (DMUs) with a single output is proposed. Firstly, the input and output data for each DMU are changed in the same proportion until all the outputs are equal, and then the coordinate system is established with input i as the ith c...

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Detalles Bibliográficos
Autores principales: Meng, Xiao-Li, Shi, Fu-Gui
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574971/
https://www.ncbi.nlm.nih.gov/pubmed/28932097
http://dx.doi.org/10.1186/s13660-017-1459-z
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author Meng, Xiao-Li
Shi, Fu-Gui
author_facet Meng, Xiao-Li
Shi, Fu-Gui
author_sort Meng, Xiao-Li
collection PubMed
description In this work, an extended evaluation approach for decision making units (DMUs) with a single output is proposed. Firstly, the input and output data for each DMU are changed in the same proportion until all the outputs are equal, and then the coordinate system is established with input i as the ith coordinate axis. Secondly, in the coordinate system, the production possibility set, which is spanned by all the DMUs without the evaluated DMU, is expressed by inequalities. Moreover, the mathematical expression of the line segment joining the origin to the evaluated DMU is given. Thirdly, the efficiency measure of the evaluated DMU is obtained from the relationship between the production possibility set and the line segment. In order to distinguish the weak efficiency and efficiency, the partially ordered set and minimal element are introduced in the paper. Finally, an example is provided to illustrate the proposed approach.
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spelling pubmed-55749712017-09-18 An extended inequality approach for evaluating decision making units with a single output Meng, Xiao-Li Shi, Fu-Gui J Inequal Appl Research In this work, an extended evaluation approach for decision making units (DMUs) with a single output is proposed. Firstly, the input and output data for each DMU are changed in the same proportion until all the outputs are equal, and then the coordinate system is established with input i as the ith coordinate axis. Secondly, in the coordinate system, the production possibility set, which is spanned by all the DMUs without the evaluated DMU, is expressed by inequalities. Moreover, the mathematical expression of the line segment joining the origin to the evaluated DMU is given. Thirdly, the efficiency measure of the evaluated DMU is obtained from the relationship between the production possibility set and the line segment. In order to distinguish the weak efficiency and efficiency, the partially ordered set and minimal element are introduced in the paper. Finally, an example is provided to illustrate the proposed approach. Springer International Publishing 2017-08-29 2017 /pmc/articles/PMC5574971/ /pubmed/28932097 http://dx.doi.org/10.1186/s13660-017-1459-z Text en © The Author(s) 2017 Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
spellingShingle Research
Meng, Xiao-Li
Shi, Fu-Gui
An extended inequality approach for evaluating decision making units with a single output
title An extended inequality approach for evaluating decision making units with a single output
title_full An extended inequality approach for evaluating decision making units with a single output
title_fullStr An extended inequality approach for evaluating decision making units with a single output
title_full_unstemmed An extended inequality approach for evaluating decision making units with a single output
title_short An extended inequality approach for evaluating decision making units with a single output
title_sort extended inequality approach for evaluating decision making units with a single output
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5574971/
https://www.ncbi.nlm.nih.gov/pubmed/28932097
http://dx.doi.org/10.1186/s13660-017-1459-z
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