NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints
The existing line balancing algorithm assume that any assembly task can be performed in any workstation. However, in reality, there are resource constraints to be considered such as machine, tool, skilled worker etc. In this research we consider all the resources in assembly, so that the assembly ta...
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| Format: | Conference or Workshop Item |
| Language: | en |
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2016
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| Online Access: | http://umpir.ump.edu.my/id/eprint/17321/1/317_321.pdf http://umpir.ump.edu.my/id/eprint/17321/ http://icecinno.ump.edu.my/index.php/en/documents/pdf-files/proceeding-2016/177-317-321 |
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| author | M. F. F., Ab Rashid M. M., Razali Make, M. R. Abdullah N. M. Zuki, N. M. A. N. M., Rose |
| author_facet | M. F. F., Ab Rashid M. M., Razali Make, M. R. Abdullah N. M. Zuki, N. M. A. N. M., Rose |
| author_sort | M. F. F., Ab Rashid |
| building | UMPSA Library |
| collection | Institutional Repository |
| content_provider | Universiti Malaysia Pahang Al-Sultan Abdullah |
| content_source | UMPSA Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | The existing line balancing algorithm assume that any assembly task can be performed in any workstation. However, in reality, there are resource constraints to be considered such as machine, tool, skilled worker etc. In this research we consider all the resources in assembly, so that the assembly task assignment can be performed smoothly using the
available resources in the manufacturing plant. In this
research, we developed an Elitist Non-Dominated Sorting Genetic Algorithm (NSGA-II) to optimize assembly
line balancing with resource constraint (ALB-RC). |
| format | Conference or Workshop Item |
| id | my.ump.umpir.17321 |
| institution | Universiti Malaysia Pahang |
| language | en |
| publishDate | 2016 |
| record_format | eprints |
| spelling | my.ump.umpir.173212018-04-27T07:31:17Z http://umpir.ump.edu.my/id/eprint/17321/ NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints M. F. F., Ab Rashid M. M., Razali Make, M. R. Abdullah N. M. Zuki, N. M. A. N. M., Rose QA75 Electronic computers. Computer science The existing line balancing algorithm assume that any assembly task can be performed in any workstation. However, in reality, there are resource constraints to be considered such as machine, tool, skilled worker etc. In this research we consider all the resources in assembly, so that the assembly task assignment can be performed smoothly using the available resources in the manufacturing plant. In this research, we developed an Elitist Non-Dominated Sorting Genetic Algorithm (NSGA-II) to optimize assembly line balancing with resource constraint (ALB-RC). 2016 Conference or Workshop Item PeerReviewed application/pdf en http://umpir.ump.edu.my/id/eprint/17321/1/317_321.pdf M. F. F., Ab Rashid and M. M., Razali and Make, M. R. Abdullah and N. M. Zuki, N. M. and A. N. M., Rose (2016) NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints. In: Proceeding of International Competition and Exhibition on Computing Innovation 2016 , 6-8 December 2016 , University Sports Complex, Universiti Malaysia Pahang. pp. 317-321.. ISBN 978-967-2054-04-7 (Published) http://icecinno.ump.edu.my/index.php/en/documents/pdf-files/proceeding-2016/177-317-321 |
| spellingShingle | QA75 Electronic computers. Computer science M. F. F., Ab Rashid M. M., Razali Make, M. R. Abdullah N. M. Zuki, N. M. A. N. M., Rose NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title | NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title_full | NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title_fullStr | NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title_full_unstemmed | NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title_short | NSGA-II Algorithm for Assembly Line Balancing with Multi-Resource Constraints |
| title_sort | nsga-ii algorithm for assembly line balancing with multi-resource constraints |
| topic | QA75 Electronic computers. Computer science |
| url | http://umpir.ump.edu.my/id/eprint/17321/1/317_321.pdf http://umpir.ump.edu.my/id/eprint/17321/ http://icecinno.ump.edu.my/index.php/en/documents/pdf-files/proceeding-2016/177-317-321 |
| url_provider | http://umpir.ump.edu.my/ |