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Parallel Machine Scheduling with Resources Constraint and Sequence Dependent Setup Times

In: Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012)

Author

Listed:
  • Zheng-liang Hou

    (Southwest Jiaotong University)

  • Xiu-ping Guo

    (Southwest Jiaotong University)

Abstract

This paper considered the scheduling problem of minimizing makespan on parallel machines with multiple resources constraint and job sequence dependent setup times. We proposed a mixed integer programming model to formulate the problem and used commercial software to get the optimal solution and Gantt chart of a small-size case. Then a Genetic Algorithm (GA) was developed to solve the problem in an acceptable time for large-size cases. Computational experiences shown that the proposed GA can achieve high quality solutions comparable to those obtained by commercial software and outperform the schedule rules existing in real manufacturing operation.

Suggested Citation

  • Zheng-liang Hou & Xiu-ping Guo, 2013. "Parallel Machine Scheduling with Resources Constraint and Sequence Dependent Setup Times," Springer Books, in: Runliang Dou (ed.), Proceedings of 2012 3rd International Asia Conference on Industrial Engineering and Management Innovation (IEMI2012), edition 127, chapter 0, pages 801-811, Springer.
    • Handle: RePEc:spr:sprchp:978-3-642-33012-4_80
    DOI: 10.1007/978-3-642-33012-4_80
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    Cited by:

    1. Allahverdi, Ali, 2015. "The third comprehensive survey on scheduling problems with setup times/costs," European Journal of Operational Research, Elsevier, vol. 246(2), pages 345-378.

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