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Scheduling Semiconductor Burn-In Operations to Minimize Total Flowtime

Author

Listed:
  • Dorit S. Hochbaum

    (University of California, Berkeley, California)

  • Dan Landy

    (University of California, Berkeley, California)

Abstract

This paper addresses a problem of batch scheduling which arises in the burn-in stage of semiconductor manufacturing. Burn-in ovens are modeled as batch-processing machines which can handle up to B jobs simultaneously. The processing time of a batch is equal to the longest processing time among the jobs in the batch. The scheduling problem involves assigning jobs to batches and determining the batch sequence so as to minimize the total flowtime. In practice, there is a small number m of distinct job types. Previously, the only solution techniques known for the single-machine version of this problem were an O ( m 2 3 B m +1 ) pseudopolynomial algorithm, and a branch-and-bound procedure. We present an algorithm with a running time of O ( m 2 3 m ), which is independent of B , the maximum batch size. We also present a polynomial heuristic for the general problem (when m is not fixed), which is a two-approximation algorithm. For any problem instance, this heuristic provides a solution at least as good as that given by previously known heuristics. Finally, we address the m -type problem on parallel machines, providing an exact pseudopolynomial algorithm and a polynomial approximation algorithm with a performance guarantee of (1 + √2)/2.

Suggested Citation

  • Dorit S. Hochbaum & Dan Landy, 1997. "Scheduling Semiconductor Burn-In Operations to Minimize Total Flowtime," Operations Research, INFORMS, vol. 45(6), pages 874-885, December.
  • Handle: RePEc:inm:oropre:v:45:y:1997:i:6:p:874-885
    DOI: 10.1287/opre.45.6.874
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    Cited by:

    1. Lin, Ran & Wang, Jun-Qiang & Oulamara, Ammar, 2023. "Online scheduling on parallel-batch machines with periodic availability constraints and job delivery," Omega, Elsevier, vol. 116(C).
    2. Xu, Jun & Wang, Jun-Qiang & Liu, Zhixin, 2022. "Parallel batch scheduling: Impact of increasing machine capacity," Omega, Elsevier, vol. 108(C).
    3. Xiaotie Deng & Haodi Feng & Guojun Li & Benyun Shi, 2005. "A PTAS for Semiconductor Burn-in Scheduling," Journal of Combinatorial Optimization, Springer, vol. 9(1), pages 5-17, February.
    4. Chuangyin Dang & Liying Kang, 2004. "Batch-Processing Scheduling with Setup Times," Journal of Combinatorial Optimization, Springer, vol. 8(2), pages 137-146, June.
    5. Jun-Qiang Wang & Guo-Qiang Fan & Zhixin Liu, 2020. "Mixed batch scheduling on identical machines," Journal of Scheduling, Springer, vol. 23(4), pages 487-496, August.
    6. Payman Jula & Robert C. Leachman, 2010. "Coordinated Multistage Scheduling of Parallel Batch-Processing Machines Under Multiresource Constraints," Operations Research, INFORMS, vol. 58(4-part-1), pages 933-947, August.
    7. Melouk, Sharif & Damodaran, Purushothaman & Chang, Ping-Yu, 2004. "Minimizing makespan for single machine batch processing with non-identical job sizes using simulated annealing," International Journal of Production Economics, Elsevier, vol. 87(2), pages 141-147, January.
    8. Bo Chen & Xiaotie Deng & Wenan Zang, 2004. "On-Line Scheduling a Batch Processing System to Minimize Total Weighted Job Completion Time," Journal of Combinatorial Optimization, Springer, vol. 8(1), pages 85-95, March.
    9. Fowler, John W. & Mönch, Lars, 2022. "A survey of scheduling with parallel batch (p-batch) processing," European Journal of Operational Research, Elsevier, vol. 298(1), pages 1-24.
    10. A H Kashan & B Karimi, 2008. "Scheduling a single batch-processing machine with arbitrary job sizes and incompatible job families: An ant colony framework," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(9), pages 1269-1280, September.
    11. C N Potts & V A Strusevich, 2009. "Fifty years of scheduling: a survey of milestones," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 60(1), pages 41-68, May.
    12. Rongqi Li & Zhiyi Tan & Qianyu Zhu, 0. "Batch scheduling of nonidentical job sizes with minsum criteria," Journal of Combinatorial Optimization, Springer, vol. 0, pages 1-22.
    13. F. P. Barbhuiya & U. C. Gupta, 2019. "Discrete-time queue with batch renewal input and random serving capacity rule: $$GI^X/ Geo^Y/1$$ G I X / G e o Y / 1," Queueing Systems: Theory and Applications, Springer, vol. 91(3), pages 347-365, April.
    14. Damodaran, Purushothaman & Kumar Manjeshwar, Praveen & Srihari, Krishnaswami, 2006. "Minimizing makespan on a batch-processing machine with non-identical job sizes using genetic algorithms," International Journal of Production Economics, Elsevier, vol. 103(2), pages 882-891, October.
    15. Rongqi Li & Zhiyi Tan & Qianyu Zhu, 2021. "Batch scheduling of nonidentical job sizes with minsum criteria," Journal of Combinatorial Optimization, Springer, vol. 42(3), pages 543-564, October.
    16. Jolai, Fariborz, 2005. "Minimizing number of tardy jobs on a batch processing machine with incompatible job families," European Journal of Operational Research, Elsevier, vol. 162(1), pages 184-190, April.
    17. Koh, Shie-Gheun & Koo, Pyung-Hoi & Kim, Dong-Chun & Hur, Won-Suk, 2005. "Scheduling a single batch processing machine with arbitrary job sizes and incompatible job families," International Journal of Production Economics, Elsevier, vol. 98(1), pages 81-96, October.
    18. Potts, Chris N. & Kovalyov, Mikhail Y., 2000. "Scheduling with batching: A review," European Journal of Operational Research, Elsevier, vol. 120(2), pages 228-249, January.
    19. Li, Kai & Jia, Zhao-hong & Leung, Joseph Y.-T., 2015. "Integrated production and delivery on parallel batching machines," European Journal of Operational Research, Elsevier, vol. 247(3), pages 755-763.
    20. Sup Sung, Chang & Hwan Kim, Young, 2003. "Minimizing due date related performance measures on two batch processing machines," European Journal of Operational Research, Elsevier, vol. 147(3), pages 644-656, June.
    21. Gregory Dobson & Ramakrishnan S. Nambimadom, 2001. "The Batch Loading and Scheduling Problem," Operations Research, INFORMS, vol. 49(1), pages 52-65, February.
    22. Sung, Chang Sup & Kim, Young Hwan & Yoon, Sang Hum, 2000. "A problem reduction and decomposition approach for scheduling for a flowshop of batch processing machines," European Journal of Operational Research, Elsevier, vol. 121(1), pages 179-192, February.
    23. Tang, Lixin & Zhao, Yufang, 2008. "Scheduling a single semi-continuous batching machine," Omega, Elsevier, vol. 36(6), pages 992-1004, December.
    24. Ma, Ran & Wan, Long & Wei, Lijun & Yuan, Jinjiang, 2014. "Online bounded-batch scheduling to minimize total weighted completion time on parallel machines," International Journal of Production Economics, Elsevier, vol. 156(C), pages 31-38.

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