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Makespan estimation in batch process industries: A comparison between regression analysis and neural networks

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  • Raaymakers, W. H. M.
  • Weijters, A. J. M. M.

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  • Raaymakers, W. H. M. & Weijters, A. J. M. M., 2003. "Makespan estimation in batch process industries: A comparison between regression analysis and neural networks," European Journal of Operational Research, Elsevier, vol. 145(1), pages 14-30, February.
    • Handle: RePEc:eee:ejores:v:145:y:2003:i:1:p:14-30
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    References listed on IDEAS

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    1. Raaymakers, W. H. M. & Hoogeveen, J. A., 2000. "Scheduling multipurpose batch process industries with no-wait restrictions by simulated annealing," European Journal of Operational Research, Elsevier, vol. 126(1), pages 131-151, October.
    2. Sabuncuoglu, Ihsan & Gurgun, Burckaan, 1996. "A neural network model for scheduling problems," European Journal of Operational Research, Elsevier, vol. 93(2), pages 288-299, September.
    3. Satake, Tsuyoshi & Morikawa, Katsumi & Nakamura, Nobuto, 1994. "Neural network approach for minimizing the makespan of the general job-shop," International Journal of Production Economics, Elsevier, vol. 33(1-3), pages 67-74, January.
    4. Raaymakers, Wenny H. M. & Fransoo, Jan C., 2000. "Identification of aggregate resource and job set characteristics for predicting job set makespan in batch process industries," International Journal of Production Economics, Elsevier, vol. 68(2), pages 137-149, November.
    5. Enns, S. T., 1998. "Lead time selection and the behaviour of work flow in job shops," European Journal of Operational Research, Elsevier, vol. 109(1), pages 122-136, August.
    6. James K. Weeks, 1979. "A Simulation Study of Predictable Due-Dates," Management Science, INFORMS, vol. 25(4), pages 363-373, April.
    7. Cheng, T. C. E. & Gupta, M. C., 1989. "Survey of scheduling research involving due date determination decisions," European Journal of Operational Research, Elsevier, vol. 38(2), pages 156-166, January.
    8. H.M. Raaymakers, Wenny & Will M. Bertrand, J. & C. Fransoo, Jan, 2001. "Makespan estimation in batch process industries using aggregate resource and job set characteristics," International Journal of Production Economics, Elsevier, vol. 70(2), pages 145-161, March.
    9. J. W. M. Bertrand, 1983. "The Effect of Workload Dependent Due-Dates on Job Shop Performance," Management Science, INFORMS, vol. 29(7), pages 799-816, July.
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    Cited by:

    1. Vineet Jain & Tilak Raj, 2018. "An adaptive neuro-fuzzy inference system for makespan estimation of flexible manufacturing system assembly shop: a case study," International Journal of System Assurance Engineering and Management, Springer;The Society for Reliability, Engineering Quality and Operations Management (SREQOM),India, and Division of Operation and Maintenance, Lulea University of Technology, Sweden, vol. 9(6), pages 1302-1314, December.
    2. Lixin Cheng & Qiuhua Tang & Zikai Zhang & Shiqian Wu, 2021. "Data mining for fast and accurate makespan estimation in machining workshops," Journal of Intelligent Manufacturing, Springer, vol. 32(2), pages 483-500, February.

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