Target setting in data envelopment analysis using MOLP.
Data envelopment analysis (DEA) and multiple objective linear programming (MOLP) can be used as tools in management control and planning. The existing models have been established during the investigation of the relations between the output-oriented dual DEA model and the minimax reference point for...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English English |
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Elsevier
2011
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| Online Access: | http://psasir.upm.edu.my/id/eprint/18518/1/Target%20setting%20in%20data%20envelopment%20analysis%20using%20MOLP.pdf |
| _version_ | 1825946205552640000 |
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| author | Malekmohammadi, Najmeh Lotfi, Farhad Hosseinzadeh Jaafar, Azmi |
| author_facet | Malekmohammadi, Najmeh Lotfi, Farhad Hosseinzadeh Jaafar, Azmi |
| author_sort | Malekmohammadi, Najmeh |
| collection | UPM |
| description | Data envelopment analysis (DEA) and multiple objective linear programming (MOLP) can be used as tools in management control and planning. The existing models have been established during the investigation of the relations between the output-oriented dual DEA model and the minimax reference point formulations, namely the super-ideal point model, the ideal point model and the shortest distance model. Through these models, the decision makers’ preferences are considered by interactive trade-off analysis procedures in multiple objective linear programming. These models only consider the output-oriented dual DEA model, which is a radial model that focuses more on output increase. In this paper, we improve those models to obtain models that address both inputs and outputs. Our main aim is to decrease total input consumption and increase total output production which results in solving one mathematical programming model instead of n models. Numerical illustration is provided to show some advantages of our method over the previous methods. |
| first_indexed | 2024-03-06T07:43:25Z |
| format | Article |
| id | upm.eprints-18518 |
| institution | Universiti Putra Malaysia |
| language | English English |
| last_indexed | 2024-03-06T07:43:25Z |
| publishDate | 2011 |
| publisher | Elsevier |
| record_format | dspace |
| spelling | upm.eprints-185182015-10-16T07:47:42Z http://psasir.upm.edu.my/id/eprint/18518/ Target setting in data envelopment analysis using MOLP. Malekmohammadi, Najmeh Lotfi, Farhad Hosseinzadeh Jaafar, Azmi Data envelopment analysis (DEA) and multiple objective linear programming (MOLP) can be used as tools in management control and planning. The existing models have been established during the investigation of the relations between the output-oriented dual DEA model and the minimax reference point formulations, namely the super-ideal point model, the ideal point model and the shortest distance model. Through these models, the decision makers’ preferences are considered by interactive trade-off analysis procedures in multiple objective linear programming. These models only consider the output-oriented dual DEA model, which is a radial model that focuses more on output increase. In this paper, we improve those models to obtain models that address both inputs and outputs. Our main aim is to decrease total input consumption and increase total output production which results in solving one mathematical programming model instead of n models. Numerical illustration is provided to show some advantages of our method over the previous methods. Elsevier 2011-01 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/18518/1/Target%20setting%20in%20data%20envelopment%20analysis%20using%20MOLP.pdf Malekmohammadi, Najmeh and Lotfi, Farhad Hosseinzadeh and Jaafar, Azmi (2011) Target setting in data envelopment analysis using MOLP. Applied Mathematical Modelling, 35 (1). pp. 328-338. ISSN 0307-904X 10.1016/j.apm.2010.06.007 English |
| spellingShingle | Malekmohammadi, Najmeh Lotfi, Farhad Hosseinzadeh Jaafar, Azmi Target setting in data envelopment analysis using MOLP. |
| title | Target setting in data envelopment analysis using MOLP. |
| title_full | Target setting in data envelopment analysis using MOLP. |
| title_fullStr | Target setting in data envelopment analysis using MOLP. |
| title_full_unstemmed | Target setting in data envelopment analysis using MOLP. |
| title_short | Target setting in data envelopment analysis using MOLP. |
| title_sort | target setting in data envelopment analysis using molp |
| url | http://psasir.upm.edu.my/id/eprint/18518/1/Target%20setting%20in%20data%20envelopment%20analysis%20using%20MOLP.pdf |
| work_keys_str_mv | AT malekmohammadinajmeh targetsettingindataenvelopmentanalysisusingmolp AT lotfifarhadhosseinzadeh targetsettingindataenvelopmentanalysisusingmolp AT jaafarazmi targetsettingindataenvelopmentanalysisusingmolp |