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Scheduling on identical machines with batch arrivals

Author

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  • Chung, Tsui-Ping
  • Liao, Ching-Jong
  • Su, Ling-Huey

Abstract

In the scheduling literature, it is often assumed that jobs arrive either simultaneously or individually. However, this assumption is invalid in most practical situations because jobs usually arrive in batches, e.g., the final testing house in the manufacturing of semiconductor. The concept of batch arrivals has been mentioned in some studies, but it has not been explored from an operational viewpoint. This paper first addresses an identical parallel machine problem with batch arrivals to minimize the total completion time. Since the problem is NP-hard, a heuristic based on binary integer program is proposed. Computational results show that the proposed heuristic can efficiently obtain good solutions for medium and large size problems with an average percentage error of 2.12 from the lower bound.

Suggested Citation

  • Chung, Tsui-Ping & Liao, Ching-Jong & Su, Ling-Huey, 2010. "Scheduling on identical machines with batch arrivals," International Journal of Production Economics, Elsevier, vol. 123(1), pages 179-186, January.
    • Handle: RePEc:eee:proeco:v:123:y:2010:i:1:p:179-186
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    References listed on IDEAS

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    1. R. Nessah & Farouk Yalaoui & C. Chu, 2008. "A branch and bound algorithm to minimize total weighted completion time on identical parallel machines with job release date," Post-Print hal-00580602, HAL.
    2. Wang, Xiuli & Cheng, T.C.E., 2009. "Heuristics for parallel-machine scheduling with job class setups and delivery to multiple customers," International Journal of Production Economics, Elsevier, vol. 119(1), pages 199-206, May.
    3. Nicholas G. Hall & Chris N. Potts, 2003. "Supply chain scheduling: Batching and delivery," Operations Research, INFORMS, vol. 51(4), pages 566-584, August.
    4. Azizoglu, Meral & Kirca, Omer, 1999. "On the minimization of total weighted flow time with identical and uniform parallel machines," European Journal of Operational Research, Elsevier, vol. 113(1), pages 91-100, February.
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    Cited by:

    1. Jianxin Fang & Brenda Cheang & Andrew Lim, 2023. "Problems and Solution Methods of Machine Scheduling in Semiconductor Manufacturing Operations: A Survey," Sustainability, MDPI, vol. 15(17), pages 1-44, August.

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