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Fast algorithms for scheduling with learning effects and time-dependent processing times on a single machine

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  • Qian, Jianbo
  • Steiner, George

Abstract

We consider scheduling problems with learning/deterioration effects and time-dependent processing times on a single machine, with or without due date assignment considerations. By reducing them to a special assignment problem on product matrices, we solve all these problems in near-linear time. This improves the time complexity of previous algorithms for some scheduling problems and establishes the fast polynomial solvability for several other problems.

Suggested Citation

  • Qian, Jianbo & Steiner, George, 2013. "Fast algorithms for scheduling with learning effects and time-dependent processing times on a single machine," European Journal of Operational Research, Elsevier, vol. 225(3), pages 547-551.
    • Handle: RePEc:eee:ejores:v:225:y:2013:i:3:p:547-551
    DOI: 10.1016/j.ejor.2012.09.013
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    Cited by:

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    2. Chen, Ke & Cheng, T.C.E. & Huang, Hailiang & Ji, Min & Yao, Danli, 2023. "Single-machine scheduling with autonomous and induced learning to minimize total weighted number of tardy jobs," European Journal of Operational Research, Elsevier, vol. 309(1), pages 24-34.
    3. Lu Liu & Jian-Jun Wang & Xiao-Yuan Wang, 2016. "Single machine due-window assignment scheduling with resource-dependent processing times to minimise total resource consumption cost," International Journal of Production Research, Taylor & Francis Journals, vol. 54(4), pages 1186-1195, February.
    4. Heuser, Patricia & Tauer, Björn, 2023. "Single-machine scheduling with product category-based learning and forgetting effects," Omega, Elsevier, vol. 115(C).
    5. Cheng, T.C.E. & Shafransky, Y. & Ng, C.T., 2016. "An alternative approach for proving the NP-hardness of optimization problems," European Journal of Operational Research, Elsevier, vol. 248(1), pages 52-58.

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