Multi-objective aggregate production planning model with fuzzy parameters and its solving methods
Aggregate production planning (APP) is considered as mid-term decision planning. The purpose of multi-period APP is to set up overall production levels for each product category to meet fluctuating or uncertain demand in the near future and to set up decisions and policies on the subject of hiring,...
| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
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Marsland Press
2013
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| Online Access: | http://psasir.upm.edu.my/id/eprint/28773/ http://psasir.upm.edu.my/id/eprint/28773/1/Multi-objective%20aggregate%20production%20planning%20model%20with%20fuzzy%20parameters%20and%20its%20solving%20methods.pdf |
| _version_ | 1848846209150615552 |
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| author | Mortezaei, Navid Zulkifli, Norzima Tang, Sai Hong Mohd Yusuff, Rosnah |
| author_facet | Mortezaei, Navid Zulkifli, Norzima Tang, Sai Hong Mohd Yusuff, Rosnah |
| author_sort | Mortezaei, Navid |
| building | UPM Institutional Repository |
| collection | Online Access |
| description | Aggregate production planning (APP) is considered as mid-term decision planning. The purpose of multi-period APP is to set up overall production levels for each product category to meet fluctuating or uncertain demand in the near future and to set up decisions and policies on the subject of hiring, lay-offs, overtime, backorder, subcontracting, facilities and inventory. In this study, we develop a new multi-objective linear programming model for general APP for multi-period and multi-product problems. We assume that, there is uncertainty in critical input data (i.e., market demands and unit costs). This model is suitable for 24-hour production systems. To show practicality of our model, we will implement this model in a case study. Finally, we propose an interactive solution
procedure for achieving the best compromise solution. |
| first_indexed | 2025-11-15T08:59:04Z |
| format | Article |
| id | upm-28773 |
| institution | Universiti Putra Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T08:59:04Z |
| publishDate | 2013 |
| publisher | Marsland Press |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | upm-287732018-07-25T06:14:51Z http://psasir.upm.edu.my/id/eprint/28773/ Multi-objective aggregate production planning model with fuzzy parameters and its solving methods Mortezaei, Navid Zulkifli, Norzima Tang, Sai Hong Mohd Yusuff, Rosnah Aggregate production planning (APP) is considered as mid-term decision planning. The purpose of multi-period APP is to set up overall production levels for each product category to meet fluctuating or uncertain demand in the near future and to set up decisions and policies on the subject of hiring, lay-offs, overtime, backorder, subcontracting, facilities and inventory. In this study, we develop a new multi-objective linear programming model for general APP for multi-period and multi-product problems. We assume that, there is uncertainty in critical input data (i.e., market demands and unit costs). This model is suitable for 24-hour production systems. To show practicality of our model, we will implement this model in a case study. Finally, we propose an interactive solution procedure for achieving the best compromise solution. Marsland Press 2013 Article NonPeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/28773/1/Multi-objective%20aggregate%20production%20planning%20model%20with%20fuzzy%20parameters%20and%20its%20solving%20methods.pdf Mortezaei, Navid and Zulkifli, Norzima and Tang, Sai Hong and Mohd Yusuff, Rosnah (2013) Multi-objective aggregate production planning model with fuzzy parameters and its solving methods. Life Science Journal, 10 (4). pp. 2406-2414. ISSN 1097-8135; ESSN: 2372-613X http://www.lifesciencesite.com/lsj/life1004/ 10.7537/marslsj100413.322 |
| spellingShingle | Mortezaei, Navid Zulkifli, Norzima Tang, Sai Hong Mohd Yusuff, Rosnah Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title | Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title_full | Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title_fullStr | Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title_full_unstemmed | Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title_short | Multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| title_sort | multi-objective aggregate production planning model with fuzzy parameters and its solving methods |
| url | http://psasir.upm.edu.my/id/eprint/28773/ http://psasir.upm.edu.my/id/eprint/28773/ http://psasir.upm.edu.my/id/eprint/28773/ http://psasir.upm.edu.my/id/eprint/28773/1/Multi-objective%20aggregate%20production%20planning%20model%20with%20fuzzy%20parameters%20and%20its%20solving%20methods.pdf |