Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar)
Abstract Objective: Many organizations use the ABC classification method to control their large amount of inventories. The most common way to classify inventories is the ABC method. In traditional ABC classification, items are only classified according to one criteria. But there are other criteria t...
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| Format: | Article |
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University of Tehran
2018-09-01
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| Series: | مدیریت صنعتی |
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| Online Access: | https://imj.ut.ac.ir/article_68901_c15be117f66cf136b6ff16efdba7d11a.pdf |
| _version_ | 1818145806568390656 |
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| author | Mohamadrahim Ramazaniyan keikhosro Yakideh Atefeh Alidous Saravani |
| author_facet | Mohamadrahim Ramazaniyan keikhosro Yakideh Atefeh Alidous Saravani |
| author_sort | Mohamadrahim Ramazaniyan |
| collection | DOAJ |
| description | Abstract
Objective: Many organizations use the ABC classification method to control their large amount of inventories. The most common way to classify inventories is the ABC method. In traditional ABC classification, items are only classified according to one criteria. But there are other criteria that need to be considered in the inventory classification. The purpose of this study is to present a new model for multi-criteria inventory classification.
Methods: Among the multi-criteria inventory classification methods, DEA-based methods do not require decision makers to determine the weight of the criteria; however, in the literature, only the radial methods of data envelopment analysis are used to classify inventory items. In this paper, the cross-efficiency of a non-radial model is proposed in order to improve the average cross-efficiency of the R model, which is a radial model.
Results: Therefore, the proposed method does not have the weakness of R model due to the use of a non-radial model and also it has benefits the cross-efficiency method.
Conclusion: The models were executed on 47 items of inventory related to a common numerical example in the research literature as well as on 80 items of inventory of the Pars Khazar Industrial Company and the results of the implementation of the models have been analyzed. The results of comparing the proposed model with some of the existing models in the literature indicate the superiority of the proposed model. |
| first_indexed | 2024-12-11T12:09:19Z |
| format | Article |
| id | doaj.art-b43f1c97ce344ecf9893709fa0e8d043 |
| institution | Directory Open Access Journal |
| issn | 2008-5885 2423-5369 |
| language | fas |
| last_indexed | 2024-12-11T12:09:19Z |
| publishDate | 2018-09-01 |
| publisher | University of Tehran |
| record_format | Article |
| series | مدیریت صنعتی |
| spelling | doaj.art-b43f1c97ce344ecf9893709fa0e8d0432022-12-22T01:07:51ZfasUniversity of Tehranمدیریت صنعتی2008-58852423-53692018-09-0110335336610.22059/imj.2018.259236.100743868901Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar)Mohamadrahim Ramazaniyan0keikhosro Yakideh1Atefeh Alidous Saravani2Associate Prof., Department of Management, Faculty of Literature and Humanities, University of Guilan, Rasht, IranAssistant Prof., Department of Management, Faculty of Literature and Humanities, University of Guilan, Rasht, IranMA., Department of Industrial Management, Faculty of Literature and Humanities, University of Guilan, Rasht, IranAbstract Objective: Many organizations use the ABC classification method to control their large amount of inventories. The most common way to classify inventories is the ABC method. In traditional ABC classification, items are only classified according to one criteria. But there are other criteria that need to be considered in the inventory classification. The purpose of this study is to present a new model for multi-criteria inventory classification. Methods: Among the multi-criteria inventory classification methods, DEA-based methods do not require decision makers to determine the weight of the criteria; however, in the literature, only the radial methods of data envelopment analysis are used to classify inventory items. In this paper, the cross-efficiency of a non-radial model is proposed in order to improve the average cross-efficiency of the R model, which is a radial model. Results: Therefore, the proposed method does not have the weakness of R model due to the use of a non-radial model and also it has benefits the cross-efficiency method. Conclusion: The models were executed on 47 items of inventory related to a common numerical example in the research literature as well as on 80 items of inventory of the Pars Khazar Industrial Company and the results of the implementation of the models have been analyzed. The results of comparing the proposed model with some of the existing models in the literature indicate the superiority of the proposed model.https://imj.ut.ac.ir/article_68901_c15be117f66cf136b6ff16efdba7d11a.pdfR modelRAM modelCross efficiencyData Envelopment AnalysisMulti-criteria inventory classification |
| spellingShingle | Mohamadrahim Ramazaniyan keikhosro Yakideh Atefeh Alidous Saravani Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) مدیریت صنعتی R model RAM model Cross efficiency Data Envelopment Analysis Multi-criteria inventory classification |
| title | Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) |
| title_full | Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) |
| title_fullStr | Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) |
| title_full_unstemmed | Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) |
| title_short | Providing a New Model to Improving DEA-based Models in Multi-criteria Inventory Classification (Case Study: Pars Khazar) |
| title_sort | providing a new model to improving dea based models in multi criteria inventory classification case study pars khazar |
| topic | R model RAM model Cross efficiency Data Envelopment Analysis Multi-criteria inventory classification |
| url | https://imj.ut.ac.ir/article_68901_c15be117f66cf136b6ff16efdba7d11a.pdf |
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