Deep learning-driven scheduling algorithm for a single machine problem minimizing the total tardiness
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DOI: 10.1016/j.ejor.2022.11.034
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- Jianzhong Du & Joseph Y.-T. Leung, 1990. "Minimizing Total Tardiness on One Machine is NP-Hard," Mathematics of Operations Research, INFORMS, vol. 15(3), pages 483-495, August.
- Ben-Daya, M. & Al-Fawzan, M., 1996. "A simulated annealing approach for the one-machine mean tardiness scheduling problem," European Journal of Operational Research, Elsevier, vol. 93(1), pages 61-67, August.
- Václavík, Roman & Novák, Antonín & Šůcha, Přemysl & Hanzálek, Zdeněk, 2018. "Accelerating the Branch-and-Price Algorithm Using Machine Learning," European Journal of Operational Research, Elsevier, vol. 271(3), pages 1055-1069.
- Roman Václavík & Přemysl Šůcha & Zdeněk Hanzálek, 2016. "Roster evaluation based on classifiers for the nurse rostering problem," Journal of Heuristics, Springer, vol. 22(5), pages 667-697, October.
- Bengio, Yoshua & Lodi, Andrea & Prouvost, Antoine, 2021. "Machine learning for combinatorial optimization: A methodological tour d’horizon," European Journal of Operational Research, Elsevier, vol. 290(2), pages 405-421.
- S. Lin & B. W. Kernighan, 1973. "An Effective Heuristic Algorithm for the Traveling-Salesman Problem," Operations Research, INFORMS, vol. 21(2), pages 498-516, April.
- Panwalkar, S. S. & Smith, M. L. & Koulamas, C. P., 1993. "A heuristic for the single machine tardiness problem," European Journal of Operational Research, Elsevier, vol. 70(3), pages 304-310, November.
- Koulamas, Christos, 2010. "The single-machine total tardiness scheduling problem: Review and extensions," European Journal of Operational Research, Elsevier, vol. 202(1), pages 1-7, April.
- Morrison, David R. & Sewell, Edward C. & Jacobson, Sheldon H., 2014. "An application of the branch, bound, and remember algorithm to a new simple assembly line balancing dataset," European Journal of Operational Research, Elsevier, vol. 236(2), pages 403-409.
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- Zhang, Wenyu & Gan, Jie & He, Shuguang & Li, Ting & He, Zhen, 2024. "An integrated framework of preventive maintenance and task scheduling for repairable multi-unit systems," Reliability Engineering and System Safety, Elsevier, vol. 247(C).
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Keywords
Scheduling; Machine learning; Single machine; Total tardiness; Deep neural networks;All these keywords.
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