Directional slack-based measure for the inverse data envelopment analysis
A novel technique has been introduced in this research which lends its basis to the Directional Slack-Based Measure for the inverse Data Envelopment Analysis. In practice, the current research endeavors to elucidate the inverse directional slack-based measure model within a new production possibilit...
| Main Authors: | , , , , |
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| Format: | Article |
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Hindawi Publishing Corporation
2014
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| _version_ | 1796973079204724736 |
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| author | Mirsalehy, Ali Abu Bakar, Mohd Rizam Lee, Lai Soon Jaafar, Azmi Heydar, Maryam |
| author_facet | Mirsalehy, Ali Abu Bakar, Mohd Rizam Lee, Lai Soon Jaafar, Azmi Heydar, Maryam |
| author_sort | Mirsalehy, Ali |
| collection | UPM |
| description | A novel technique has been introduced in this research which lends its basis to the Directional Slack-Based Measure for the inverse Data Envelopment Analysis. In practice, the current research endeavors to elucidate the inverse directional slack-based measure model within a new production possibility set. On one occasion, there is a modification imposed on the output (input) quantities of an efficient decision making unit. In detail, the efficient decision making unit in this method was omitted from the present production possibility set but substituted by the considered efficient decision making unit while its input and output quantities were subsequently modified. The efficiency score of the entire DMUs will be retained in this approach. Also, there would be an improvement in the efficiency score. The proposed approach was investigated in this study with reference to a resource allocation problem. It is possible to simultaneously consider any upsurges (declines) of certain outputs associated with the efficient decision making unit. The significance of the represented model is accentuated by presenting numerical examples. |
| first_indexed | 2024-03-06T08:37:20Z |
| format | Article |
| id | upm.eprints-37114 |
| institution | Universiti Putra Malaysia |
| last_indexed | 2024-03-06T08:37:20Z |
| publishDate | 2014 |
| publisher | Hindawi Publishing Corporation |
| record_format | dspace |
| spelling | upm.eprints-371142023-08-28T02:28:42Z http://psasir.upm.edu.my/id/eprint/37114/ Directional slack-based measure for the inverse data envelopment analysis Mirsalehy, Ali Abu Bakar, Mohd Rizam Lee, Lai Soon Jaafar, Azmi Heydar, Maryam A novel technique has been introduced in this research which lends its basis to the Directional Slack-Based Measure for the inverse Data Envelopment Analysis. In practice, the current research endeavors to elucidate the inverse directional slack-based measure model within a new production possibility set. On one occasion, there is a modification imposed on the output (input) quantities of an efficient decision making unit. In detail, the efficient decision making unit in this method was omitted from the present production possibility set but substituted by the considered efficient decision making unit while its input and output quantities were subsequently modified. The efficiency score of the entire DMUs will be retained in this approach. Also, there would be an improvement in the efficiency score. The proposed approach was investigated in this study with reference to a resource allocation problem. It is possible to simultaneously consider any upsurges (declines) of certain outputs associated with the efficient decision making unit. The significance of the represented model is accentuated by presenting numerical examples. Hindawi Publishing Corporation 2014 Article PeerReviewed Mirsalehy, Ali and Abu Bakar, Mohd Rizam and Lee, Lai Soon and Jaafar, Azmi and Heydar, Maryam (2014) Directional slack-based measure for the inverse data envelopment analysis. The Scientific World Journal, 2014. art. no. 138923. pp. 1-9. ISSN 2356-6140; ESSN: 1537-744X https://www.hindawi.com/journals/tswj/2014/138923/ 10.1155/2014/138923 |
| spellingShingle | Mirsalehy, Ali Abu Bakar, Mohd Rizam Lee, Lai Soon Jaafar, Azmi Heydar, Maryam Directional slack-based measure for the inverse data envelopment analysis |
| title | Directional slack-based measure for the inverse data envelopment analysis |
| title_full | Directional slack-based measure for the inverse data envelopment analysis |
| title_fullStr | Directional slack-based measure for the inverse data envelopment analysis |
| title_full_unstemmed | Directional slack-based measure for the inverse data envelopment analysis |
| title_short | Directional slack-based measure for the inverse data envelopment analysis |
| title_sort | directional slack based measure for the inverse data envelopment analysis |
| work_keys_str_mv | AT mirsalehyali directionalslackbasedmeasurefortheinversedataenvelopmentanalysis AT abubakarmohdrizam directionalslackbasedmeasurefortheinversedataenvelopmentanalysis AT leelaisoon directionalslackbasedmeasurefortheinversedataenvelopmentanalysis AT jaafarazmi directionalslackbasedmeasurefortheinversedataenvelopmentanalysis AT heydarmaryam directionalslackbasedmeasurefortheinversedataenvelopmentanalysis |