Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem
This work presents an approach based on the ant colony optimization technique to address the assembly line balancing problem. An improved ant colony optimization with look forward ant is proposed to solve the simple assembly line balancing problem of type 1 (SALBP-1). The proposed algorithm introduc...
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| Format: | Conference or Workshop Item |
| Language: | en |
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2011
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| Online Access: | http://eprints.utem.edu.my/id/eprint/145/1/OptimizingRoughReductsWithANewHybridPSOACOApproach_IEEE.pdf http://eprints.utem.edu.my/id/eprint/145/ http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5976514 |
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| author | Sulaiman, Mohd Nor Irman Choo, Yun Huoy Chong, Kuan Eng |
| author_facet | Sulaiman, Mohd Nor Irman Choo, Yun Huoy Chong, Kuan Eng |
| author_sort | Sulaiman, Mohd Nor Irman |
| building | UTEM Library |
| collection | Institutional Repository |
| content_provider | Universiti Teknikal Malaysia Melaka |
| content_source | UTEM Institutional Repository |
| continent | Asia |
| country | Malaysia |
| description | This work presents an approach based on the ant colony optimization technique to address the assembly line balancing problem. An improved ant colony optimization with look forward ant is proposed to solve the simple assembly line balancing problem of type 1 (SALBP-1). The proposed algorithm introduces an approach to dynamically assign the value of priority rule or heuristic information during the task selection phase by allowing the ant to look forward its direct successors during the consideration in selecting a task to be assigned into a workstation. The proposed algorithm is tested and compared with literature data sets and the result from the proposed algorithm shows competitive performance against them. |
| format | Conference or Workshop Item |
| id | my.utem.eprints-145 |
| institution | Universiti Teknikal Malaysia Melaka |
| language | en |
| publishDate | 2011 |
| record_format | eprints |
| spelling | my.utem.eprints-1452023-05-23T16:02:38Z http://eprints.utem.edu.my/id/eprint/145/ Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem Sulaiman, Mohd Nor Irman Choo, Yun Huoy Chong, Kuan Eng This work presents an approach based on the ant colony optimization technique to address the assembly line balancing problem. An improved ant colony optimization with look forward ant is proposed to solve the simple assembly line balancing problem of type 1 (SALBP-1). The proposed algorithm introduces an approach to dynamically assign the value of priority rule or heuristic information during the task selection phase by allowing the ant to look forward its direct successors during the consideration in selecting a task to be assigned into a workstation. The proposed algorithm is tested and compared with literature data sets and the result from the proposed algorithm shows competitive performance against them. 2011 Conference or Workshop Item PeerReviewed text en http://eprints.utem.edu.my/id/eprint/145/1/OptimizingRoughReductsWithANewHybridPSOACOApproach_IEEE.pdf Sulaiman, Mohd Nor Irman and Choo, Yun Huoy and Chong, Kuan Eng (2011) Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem. In: 3rd Conference On Data Mining And Optimization (DMO), 28-29 June 2011, Selangor, Malaysia. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5976514 |
| spellingShingle | Sulaiman, Mohd Nor Irman Choo, Yun Huoy Chong, Kuan Eng Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title | Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title_full | Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title_fullStr | Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title_full_unstemmed | Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title_short | Ant Colony Optimization With Look Forward Ant In Solving Assembly Line Balancing Problem |
| title_sort | ant colony optimization with look forward ant in solving assembly line balancing problem |
| url | http://eprints.utem.edu.my/id/eprint/145/1/OptimizingRoughReductsWithANewHybridPSOACOApproach_IEEE.pdf http://eprints.utem.edu.my/id/eprint/145/ http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=5976514 |
| url_provider | http://eprints.utem.edu.my/ |