A robust multi-objective production planning
When a production facility is designed, there are various parameters affecting the number machines such as production capacity and reliability. It is often a tedious task to optimize different objectives, simultaneously. The other issue is the uncertainty in many design parameters which makes it dif...
| Main Authors: | , , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Growing Science
2010-07-01
|
| Series: | International Journal of Industrial Engineering Computations |
| Subjects: | |
| Online Access: | http://www.growingscience.com/ijiec/VOL1/IJIEC_2010_5.pdf |
| _version_ | 1811201972681834496 |
|---|---|
| author | Kambiz Jalali Farahani Tahere Taghipour Mohsen Gharakhani |
| author_facet | Kambiz Jalali Farahani Tahere Taghipour Mohsen Gharakhani |
| author_sort | Kambiz Jalali Farahani |
| collection | DOAJ |
| description | When a production facility is designed, there are various parameters affecting the number machines such as production capacity and reliability. It is often a tedious task to optimize different objectives, simultaneously. The other issue is the uncertainty in many design parameters which makes it difficult to reach a desirable solution. In this paper, we present a new mathematical model with two objectives. The primary objective function is considered to be the production capacity and the secondary objective function is total reliability. The proposed model is formulated on different units of production which are connected together in serial form and for each unit, we may have various machines. The resulted model is formulated using recent advances of robust optimization and solution procedure is analyzed with some numerical examples. |
| first_indexed | 2024-04-12T02:30:53Z |
| format | Article |
| id | doaj.art-6125e2bb19e74af0a6fa4f7867250a27 |
| institution | Directory Open Access Journal |
| issn | 1923-2926 1923-2934 |
| language | English |
| last_indexed | 2024-04-12T02:30:53Z |
| publishDate | 2010-07-01 |
| publisher | Growing Science |
| record_format | Article |
| series | International Journal of Industrial Engineering Computations |
| spelling | doaj.art-6125e2bb19e74af0a6fa4f7867250a272022-12-22T03:51:47ZengGrowing ScienceInternational Journal of Industrial Engineering Computations1923-29261923-29342010-07-01117380A robust multi-objective production planningKambiz Jalali FarahaniTahere TaghipourMohsen GharakhaniWhen a production facility is designed, there are various parameters affecting the number machines such as production capacity and reliability. It is often a tedious task to optimize different objectives, simultaneously. The other issue is the uncertainty in many design parameters which makes it difficult to reach a desirable solution. In this paper, we present a new mathematical model with two objectives. The primary objective function is considered to be the production capacity and the secondary objective function is total reliability. The proposed model is formulated on different units of production which are connected together in serial form and for each unit, we may have various machines. The resulted model is formulated using recent advances of robust optimization and solution procedure is analyzed with some numerical examples.http://www.growingscience.com/ijiec/VOL1/IJIEC_2010_5.pdfRobust OptimizationProduction PlanningRedundancyMulti-objective |
| spellingShingle | Kambiz Jalali Farahani Tahere Taghipour Mohsen Gharakhani A robust multi-objective production planning International Journal of Industrial Engineering Computations Robust Optimization Production Planning Redundancy Multi-objective |
| title | A robust multi-objective production planning |
| title_full | A robust multi-objective production planning |
| title_fullStr | A robust multi-objective production planning |
| title_full_unstemmed | A robust multi-objective production planning |
| title_short | A robust multi-objective production planning |
| title_sort | robust multi objective production planning |
| topic | Robust Optimization Production Planning Redundancy Multi-objective |
| url | http://www.growingscience.com/ijiec/VOL1/IJIEC_2010_5.pdf |
| work_keys_str_mv | AT kambizjalalifarahani arobustmultiobjectiveproductionplanning AT taheretaghipour arobustmultiobjectiveproductionplanning AT mohsengharakhani arobustmultiobjectiveproductionplanning AT kambizjalalifarahani robustmultiobjectiveproductionplanning AT taheretaghipour robustmultiobjectiveproductionplanning AT mohsengharakhani robustmultiobjectiveproductionplanning |