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Accelerated evaluation of blocking flowshop scheduling with total flow time criteria using a generalized critical machine-based approach

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  • Han, Yuyan
  • Wang, Yuting
  • Pan, Quan-ke
  • Wang, Ling
  • Tasgetiren, M. Fatih

Abstract

Despite the considerable advances in the research of the blocking flowshop scheduling problem (BFSP), several unresolved challenges persist. Algorithmic complexity presents hurdles. Although the insertion-based method is considered to generate superior solutions, its high computational demand diminishes the efficiency of algorithms, especially within large-scale sequences. The existing accelerated evaluation methods cannot utilize the existing information to quickly calculate the total flow time or the total tardiness time of the changed sequence after the job insertion, but recalculates it from scratch. This does not significantly reduce computational effort and needs to be further improved.

Suggested Citation

  • Han, Yuyan & Wang, Yuting & Pan, Quan-ke & Wang, Ling & Tasgetiren, M. Fatih, 2024. "Accelerated evaluation of blocking flowshop scheduling with total flow time criteria using a generalized critical machine-based approach," European Journal of Operational Research, Elsevier, vol. 318(2), pages 424-441.
    • Handle: RePEc:eee:ejores:v:318:y:2024:i:2:p:424-441
    DOI: 10.1016/j.ejor.2024.05.015
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    References listed on IDEAS

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