Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA)
This paper presents the Multi-Objective Tiki Taka Algorithm (MOTTA), a novel optimization technique for hybrid flow shop scheduling (HFS) problems emphasizing energy efficiency and makespan minimization. The algorithm is compared against five state-of-the-art algorithms MOGWO, MOAOS, MOGOA, MAOA, an...
| Main Authors: | , , |
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| Format: | Conference or Workshop Item |
| Language: | English |
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IEEE
2025
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| Subjects: | |
| Online Access: | https://umpir.ump.edu.my/id/eprint/45779/ |
| _version_ | 1848827508799045632 |
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| author | Siti Nurhazwani Husna, Mohd Hata Muhammad Ammar, Nik Mu’tasim Mohd Fadzil Faisae, Ab Rashid |
| author_facet | Siti Nurhazwani Husna, Mohd Hata Muhammad Ammar, Nik Mu’tasim Mohd Fadzil Faisae, Ab Rashid |
| author_sort | Siti Nurhazwani Husna, Mohd Hata |
| building | UMP Institutional Repository |
| collection | Online Access |
| description | This paper presents the Multi-Objective Tiki Taka Algorithm (MOTTA), a novel optimization technique for hybrid flow shop scheduling (HFS) problems emphasizing energy efficiency and makespan minimization. The algorithm is compared against five state-of-the-art algorithms MOGWO, MOAOS, MOGOA, MAOA, and MALO-using 12 Carlier Neron benchmark problems. Taguchi’s method is employed to fine-tune critical coefficients (c1,c2,c3 and problose) enhancing MOTTA’s performance. The proposed algorithm’s validity is further demonstrated through a case study, showcasing its applicability in real-world scenarios. Results indicate that MOTTA achieves superior performance in balancing trade-offs between energy utilization and makespan compared to other algorithms. The best scheduling result obtain for makespan is 2672 sec with energy consumption of 41837.09 kWatt−min. |
| first_indexed | 2025-11-15T04:01:50Z |
| format | Conference or Workshop Item |
| id | ump-45779 |
| institution | Universiti Malaysia Pahang |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-15T04:01:50Z |
| publishDate | 2025 |
| publisher | IEEE |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | ump-457792025-10-01T04:35:32Z https://umpir.ump.edu.my/id/eprint/45779/ Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) Siti Nurhazwani Husna, Mohd Hata Muhammad Ammar, Nik Mu’tasim Mohd Fadzil Faisae, Ab Rashid TJ Mechanical engineering and machinery TS Manufactures This paper presents the Multi-Objective Tiki Taka Algorithm (MOTTA), a novel optimization technique for hybrid flow shop scheduling (HFS) problems emphasizing energy efficiency and makespan minimization. The algorithm is compared against five state-of-the-art algorithms MOGWO, MOAOS, MOGOA, MAOA, and MALO-using 12 Carlier Neron benchmark problems. Taguchi’s method is employed to fine-tune critical coefficients (c1,c2,c3 and problose) enhancing MOTTA’s performance. The proposed algorithm’s validity is further demonstrated through a case study, showcasing its applicability in real-world scenarios. Results indicate that MOTTA achieves superior performance in balancing trade-offs between energy utilization and makespan compared to other algorithms. The best scheduling result obtain for makespan is 2672 sec with energy consumption of 41837.09 kWatt−min. IEEE 2025-09-24 Conference or Workshop Item PeerReviewed pdf en https://umpir.ump.edu.my/id/eprint/45779/1/Energy_Utilized_Hybrid_Flowshop_Scheduling_using_Multi-Objective_Tiki_Taka_Algorithm_MOTTA.pdf Siti Nurhazwani Husna, Mohd Hata and Muhammad Ammar, Nik Mu’tasim and Mohd Fadzil Faisae, Ab Rashid (2025) Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA). In: 2025 IEEE 7th Symposium on Computers & Informatics (ISCI). IEEE 7th Symposium on Computers & Informatics (ISCI) , 9 August 2025 , Concorde Hotel, Kuala Lumpur. pp. 1-6.. ISSN 2996-6752 ISBN 979-8-3315-1554-6 (Published) https://doi.org/10.1109/ISCI65687.2025.11167020 |
| spellingShingle | TJ Mechanical engineering and machinery TS Manufactures Siti Nurhazwani Husna, Mohd Hata Muhammad Ammar, Nik Mu’tasim Mohd Fadzil Faisae, Ab Rashid Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title | Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title_full | Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title_fullStr | Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title_full_unstemmed | Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title_short | Energy utilized hybrid flowshop scheduling using Multi-Objective Tiki Taka Algorithm (MOTTA) |
| title_sort | energy utilized hybrid flowshop scheduling using multi-objective tiki taka algorithm (motta) |
| topic | TJ Mechanical engineering and machinery TS Manufactures |
| url | https://umpir.ump.edu.my/id/eprint/45779/ https://umpir.ump.edu.my/id/eprint/45779/ |