Development of open and non-homogenous network data envelopment analysis model
In this paper, data envelopment analysis (DEA) was discussed for non-homogenous mixed network structure where the outputs of each stage can enter the next stage in the same or another layer as inputs or come out from the system as final products. In this model, in addition to intermediate inputs, ea...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | fas |
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Islamic Azad University, Tabriz Branch
2022-03-01
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| Series: | مدیریت بهره وری |
| Subjects: | |
| Online Access: | http://jpm.iaut.ac.ir/article_690067_47ccf9423780f4e9c4e0a9a7908a5815.pdf |
| _version_ | 1818355866812809216 |
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| author | vahid ettehadi Hasan Hoseininasab mohammadbagher fakhrzad Hasan khademizare |
| author_facet | vahid ettehadi Hasan Hoseininasab mohammadbagher fakhrzad Hasan khademizare |
| author_sort | vahid ettehadi |
| collection | DOAJ |
| description | In this paper, data envelopment analysis (DEA) was discussed for non-homogenous mixed network structure where the outputs of each stage can enter the next stage in the same or another layer as inputs or come out from the system as final products. In this model, in addition to intermediate inputs, each stage can also have independent inputs. For this purpose, a mathematical model has been developed in which the independent inputs and final outputs for the components of the decision making units (DMUs) are examined. To show the efficiency of the model, real data for 20 DMUs were used and the results were compared with those of traditional models. The results obtained from the proposed method eliminate the shortcomings of traditional methods for proper detection of units that are on the efficient border (with an efficiency of one). The developed method can provide the managers and decision makers with a more accurate understanding of the performance of components of DMUs. |
| first_indexed | 2024-12-13T19:48:08Z |
| format | Article |
| id | doaj.art-11f03cc3127c43e8ae361dd65adc91e1 |
| institution | Directory Open Access Journal |
| issn | 2716-9979 2476-7298 |
| language | fas |
| last_indexed | 2024-12-13T19:48:08Z |
| publishDate | 2022-03-01 |
| publisher | Islamic Azad University, Tabriz Branch |
| record_format | Article |
| series | مدیریت بهره وری |
| spelling | doaj.art-11f03cc3127c43e8ae361dd65adc91e12022-12-21T23:33:30ZfasIslamic Azad University, Tabriz Branchمدیریت بهره وری2716-99792476-72982022-03-01161(60)بهار235010.30495/qjopm.2021.1925553.3106690067Development of open and non-homogenous network data envelopment analysis modelvahid ettehadi0Hasan Hoseininasab1mohammadbagher fakhrzad2Hasan khademizare3ph.D.candidate, Department of in Industrial Engineering, Yazd University, Yazd, IranProfessor, Department of Industrial Engineering, Yazd University, Yazd,IranAssociate Professor, Department of Industrial Engineering, Yazd University, Yazd, IranProfessor, Department of Industrial Engineering, Yazd University, Yazd, IranIn this paper, data envelopment analysis (DEA) was discussed for non-homogenous mixed network structure where the outputs of each stage can enter the next stage in the same or another layer as inputs or come out from the system as final products. In this model, in addition to intermediate inputs, each stage can also have independent inputs. For this purpose, a mathematical model has been developed in which the independent inputs and final outputs for the components of the decision making units (DMUs) are examined. To show the efficiency of the model, real data for 20 DMUs were used and the results were compared with those of traditional models. The results obtained from the proposed method eliminate the shortcomings of traditional methods for proper detection of units that are on the efficient border (with an efficiency of one). The developed method can provide the managers and decision makers with a more accurate understanding of the performance of components of DMUs.http://jpm.iaut.ac.ir/article_690067_47ccf9423780f4e9c4e0a9a7908a5815.pdfnetwork deaefficiency analysisnon-homogenous mixed network |
| spellingShingle | vahid ettehadi Hasan Hoseininasab mohammadbagher fakhrzad Hasan khademizare Development of open and non-homogenous network data envelopment analysis model مدیریت بهره وری network dea efficiency analysis non-homogenous mixed network |
| title | Development of open and non-homogenous network data envelopment analysis model |
| title_full | Development of open and non-homogenous network data envelopment analysis model |
| title_fullStr | Development of open and non-homogenous network data envelopment analysis model |
| title_full_unstemmed | Development of open and non-homogenous network data envelopment analysis model |
| title_short | Development of open and non-homogenous network data envelopment analysis model |
| title_sort | development of open and non homogenous network data envelopment analysis model |
| topic | network dea efficiency analysis non-homogenous mixed network |
| url | http://jpm.iaut.ac.ir/article_690067_47ccf9423780f4e9c4e0a9a7908a5815.pdf |
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