Simulation of ant colony optimization on hole making performance
Hole making operation one of machining process widely used in industrial industry. One of the main criteria in determining the efficiency of machining performance in hole making operation is shortest machining time. In this paper, simulation approach based on Ant colony optimization (ACO) has b...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
| Published: |
2018
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| Subjects: | |
| Online Access: | http://eprints.uthm.edu.my/2527/1/KP%202020%20%2861%29.pdf |
| _version_ | 1796868665094701056 |
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| author | Abdullah, Haslina Tuan Zahari, Tuan Muhammad Lutfi Zakaria, Mohamad Shukri |
| author_facet | Abdullah, Haslina Tuan Zahari, Tuan Muhammad Lutfi Zakaria, Mohamad Shukri |
| author_sort | Abdullah, Haslina |
| collection | UTHM |
| description | Hole making operation one of machining
process widely used in industrial industry. One of the
main criteria in determining the efficiency of machining
performance in hole making operation is shortest
machining time. In this paper, simulation approach based
on Ant colony optimization (ACO) has been done on hole
making operation in order to minimize the machining
time. The result based on ACO has been compared with
the result obtain based on Genetic Algorithm (GA).
Based on the simulation results, the ACO is enhance the
performance of hole making process by reducing 13.5%
of machining time. The results show that ACO is capable
to minimize the machining time of hole making procees. |
| first_indexed | 2024-03-05T21:43:11Z |
| format | Conference or Workshop Item |
| id | uthm.eprints-2527 |
| institution | Universiti Tun Hussein Onn Malaysia |
| language | English |
| last_indexed | 2024-03-05T21:43:11Z |
| publishDate | 2018 |
| record_format | dspace |
| spelling | uthm.eprints-25272021-10-20T07:44:20Z http://eprints.uthm.edu.my/2527/ Simulation of ant colony optimization on hole making performance Abdullah, Haslina Tuan Zahari, Tuan Muhammad Lutfi Zakaria, Mohamad Shukri TS155-194 Production management. Operations management Hole making operation one of machining process widely used in industrial industry. One of the main criteria in determining the efficiency of machining performance in hole making operation is shortest machining time. In this paper, simulation approach based on Ant colony optimization (ACO) has been done on hole making operation in order to minimize the machining time. The result based on ACO has been compared with the result obtain based on Genetic Algorithm (GA). Based on the simulation results, the ACO is enhance the performance of hole making process by reducing 13.5% of machining time. The results show that ACO is capable to minimize the machining time of hole making procees. 2018-07 Conference or Workshop Item PeerReviewed text en http://eprints.uthm.edu.my/2527/1/KP%202020%20%2861%29.pdf Abdullah, Haslina and Tuan Zahari, Tuan Muhammad Lutfi and Zakaria, Mohamad Shukri (2018) Simulation of ant colony optimization on hole making performance. In: Innovative research and industrial dialogue 2018, 18 July 2018, UTEM. |
| spellingShingle | TS155-194 Production management. Operations management Abdullah, Haslina Tuan Zahari, Tuan Muhammad Lutfi Zakaria, Mohamad Shukri Simulation of ant colony optimization on hole making performance |
| title | Simulation of ant colony optimization on hole making performance |
| title_full | Simulation of ant colony optimization on hole making performance |
| title_fullStr | Simulation of ant colony optimization on hole making performance |
| title_full_unstemmed | Simulation of ant colony optimization on hole making performance |
| title_short | Simulation of ant colony optimization on hole making performance |
| title_sort | simulation of ant colony optimization on hole making performance |
| topic | TS155-194 Production management. Operations management |
| url | http://eprints.uthm.edu.my/2527/1/KP%202020%20%2861%29.pdf |
| work_keys_str_mv | AT abdullahhaslina simulationofantcolonyoptimizationonholemakingperformance AT tuanzaharituanmuhammadlutfi simulationofantcolonyoptimizationonholemakingperformance AT zakariamohamadshukri simulationofantcolonyoptimizationonholemakingperformance |