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A simulated annealing approach to scheduling a manufacturing cell

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  • Asoo J. Vakharia
  • Yih‐Long Chang

Abstract

This article proposes a new heuristic based on simulated annealing that schedules part families, as well as jobs within each part family, in a flow‐line manufacturing cell. The new scheduling approach is compared to a branch and bound algorithm as well as two other family‐based scheduling heuristics for different cell configurations. The results reveal that all the heuristics provide comparable solutions to the optimal procedure for small problems. However, when the problem size increases, the simulated annealing heuristic outperforms the other procedures not only in solution quality but also by requiring substantially less computation time.

Suggested Citation

  • Asoo J. Vakharia & Yih‐Long Chang, 1990. "A simulated annealing approach to scheduling a manufacturing cell," Naval Research Logistics (NRL), John Wiley & Sons, vol. 37(4), pages 559-577, August.
    • Handle: RePEc:wly:navres:v:37:y:1990:i:4:p:559-577
    DOI: 10.1002/1520-6750(199008)37:43.0.CO;2-8
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    References listed on IDEAS

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    1. David G. Dannenbring, 1977. "An Evaluation of Flow Shop Sequencing Heuristics," Management Science, INFORMS, vol. 23(11), pages 1174-1182, July.
    2. Herbert G. Campbell & Richard A. Dudek & Milton L. Smith, 1970. "A Heuristic Algorithm for the n Job, m Machine Sequencing Problem," Management Science, INFORMS, vol. 16(10), pages 630-637, June.
    3. S. M. Johnson, 1954. "Optimal two‐ and three‐stage production schedules with setup times included," Naval Research Logistics Quarterly, John Wiley & Sons, vol. 1(1), pages 61-68, March.
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    Cited by:

    1. Michael J. Brusco & Larry W. Jacobs, 1993. "A simulated annealing approach to the cyclic staff‐scheduling problem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 40(1), pages 69-84, February.
    2. Scott E. Sampson & Elliott N. Weiss, 1993. "Local search techniques for the generalized resource constrained project scheduling problem," Naval Research Logistics (NRL), John Wiley & Sons, vol. 40(5), pages 665-675, August.

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