An inverse multi-period FDH model with undesirable outputs
In some examinations, the changes in performance measures and the efficiency of entities should be addressed over a span of time despite the undesirable outputs and unsatisfactory convexity property. In this study, the performance of processes is analyzed over several periods of time by presenting a...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Croatian Operational Research Society
2023-01-01
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| Series: | Croatian Operational Research Review |
| Subjects: | |
| Online Access: | https://hrcak.srce.hr/file/450015 |
| _version_ | 1797206272677773312 |
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| author | Farzaneh Asadi Sohrab Kordrostami Alireza Amirteimoori Monireh Jahani Sayyad Noveiri |
| author_facet | Farzaneh Asadi Sohrab Kordrostami Alireza Amirteimoori Monireh Jahani Sayyad Noveiri |
| author_sort | Farzaneh Asadi |
| collection | DOAJ |
| description | In some examinations, the changes in performance measures and the efficiency of entities should be addressed over a span of time despite the undesirable outputs and unsatisfactory convexity property. In this study, the performance of processes is analyzed over several periods of time by presenting a multi-period model based on the free disposal hull (FDH) approach, incorporating undesirable outputs. Using the product of availability, performance (efficiency) and quality, the overall equipment effectiveness (OEE) is calculated which shows the level of productivity. After estimating the performance and OEE, an inverse multi-period FDH model is introduced to measure the input changes for the changes made to outputs in different time periods. The proposed approaches are used in the automotive industry to analyze the performance and changes in input measures over multiple periods of time. The results show that the proposed technique is reasonable for assessing the multi-period efficiency, the period and overall OEE of the systems, and the input changes related to several periods while the convexity assumption is violated. |
| first_indexed | 2024-04-24T09:04:23Z |
| format | Article |
| id | doaj.art-c8ae1112431e4fb7b431cfe60fbe73aa |
| institution | Directory Open Access Journal |
| issn | 1848-0225 1848-9931 |
| language | English |
| last_indexed | 2024-04-24T09:04:23Z |
| publishDate | 2023-01-01 |
| publisher | Croatian Operational Research Society |
| record_format | Article |
| series | Croatian Operational Research Review |
| spelling | doaj.art-c8ae1112431e4fb7b431cfe60fbe73aa2024-04-15T19:09:54ZengCroatian Operational Research SocietyCroatian Operational Research Review1848-02251848-99312023-01-0114211112410.17535/crorr.2023.0010An inverse multi-period FDH model with undesirable outputsFarzaneh Asadi0Sohrab Kordrostami1Alireza Amirteimoori2Monireh Jahani Sayyad Noveiri3Department of Industrial Engineering, Lahijan Branch, Islamic Azad University, Lahijan, IranDepartment of Mathematics, Lahijan Branch, Islamic Azad University, Lahijan, IranFaculty of Engineering & Natural Sciences, Istinye University, Istanbul, TurkeyDepartment of Mathematics, Lahijan Branch, Islamic Azad University, Lahijan, IranIn some examinations, the changes in performance measures and the efficiency of entities should be addressed over a span of time despite the undesirable outputs and unsatisfactory convexity property. In this study, the performance of processes is analyzed over several periods of time by presenting a multi-period model based on the free disposal hull (FDH) approach, incorporating undesirable outputs. Using the product of availability, performance (efficiency) and quality, the overall equipment effectiveness (OEE) is calculated which shows the level of productivity. After estimating the performance and OEE, an inverse multi-period FDH model is introduced to measure the input changes for the changes made to outputs in different time periods. The proposed approaches are used in the automotive industry to analyze the performance and changes in input measures over multiple periods of time. The results show that the proposed technique is reasonable for assessing the multi-period efficiency, the period and overall OEE of the systems, and the input changes related to several periods while the convexity assumption is violated.https://hrcak.srce.hr/file/450015data envelopment analysisfree disposal hull (FDH)inverse DEAmulti-periodOEE |
| spellingShingle | Farzaneh Asadi Sohrab Kordrostami Alireza Amirteimoori Monireh Jahani Sayyad Noveiri An inverse multi-period FDH model with undesirable outputs Croatian Operational Research Review data envelopment analysis free disposal hull (FDH) inverse DEA multi-period OEE |
| title | An inverse multi-period FDH model with undesirable outputs |
| title_full | An inverse multi-period FDH model with undesirable outputs |
| title_fullStr | An inverse multi-period FDH model with undesirable outputs |
| title_full_unstemmed | An inverse multi-period FDH model with undesirable outputs |
| title_short | An inverse multi-period FDH model with undesirable outputs |
| title_sort | inverse multi period fdh model with undesirable outputs |
| topic | data envelopment analysis free disposal hull (FDH) inverse DEA multi-period OEE |
| url | https://hrcak.srce.hr/file/450015 |
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