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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2017
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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. |
format | Online Article Text |
id | pubmed-5574971 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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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