Skip to main content

On Multi-product Lot-Sizing and Scheduling with Multi-machine Technologies

  • Conference paper
  • First Online:
Operations Research Proceedings 2014

Part of the book series: Operations Research Proceedings ((ORP))

Abstract

We consider a problem of multi-product lot-sizing and scheduling where each product can be produced by a family of alternative multi-machine technologies. Multi-machine technologies require one or more machine at the same time. A sequence dependent setup time is needed between different technologies. The criterion is to minimize the makespan. Preemptive and non-preemptive versions of the problem are studied. We formulate mixed integer linear programming models based on a continuous time representation for both versions of the problem. Using these models, the polynomially solvable cases of the problem are found. It is proved that the problem without setup times is strongly NP-hard if there is only one product, and each technology occupies at most three machines. Besides that, problem cannot be approximated within a practically relevant factor of the optimum in polynomial time, if P \(\ne \) NP.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 129.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 169.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Bianco, L., Blazewicz, J., Dell’Ohno, P., Drozdowski, M.: Scheduling multiprocessor tasks on a dynamic configuration of dedicated processors. Ann. Oper. Res. 58, 493–517 (1995)

    Article  Google Scholar 

  2. Dolgui, A., Eremeev, A.V., Kovalyov, M.Y., Kuznetsov, P.M.: Multi-product lot sizing and scheduling on unrelated parallel machines. IIE Trans. 42(7), 514–524 (2010)

    Article  Google Scholar 

  3. Drozdowski, M.: Scheduling multiprocessor tasks—an overview. Eur. J. Oper. Res. 94, 215–230 (1996)

    Article  Google Scholar 

  4. Floudas, C.A., Kallrath, J., Pitz, H.J., Shaik, M.A.: Production scheduling of a large-scale industrial continuous plant: short-term and medium-term scheduling. Comp. Chem. Eng. 33, 670–686 (2009)

    Article  Google Scholar 

  5. Hoogeven, J.A., van de Velde, S.L., Veltman, B.: Complexity of scheduling multiprocessor tasks with prespecified processors allocations. Discr. Appl. Math. 55, 259–272 (1994)

    Article  Google Scholar 

  6. Ierapetritou, M.G., Floudas, C.A.: Effective continuous-time formulation for short-term scheduling: I. Multipurpose batch process. Ind. Eng. Chem. Res. 37, 4341–4359 (1998)

    Article  Google Scholar 

  7. Itai, A., Papadimitriou, C.H., Szwarcfiter, J.L.: Hamilton paths in grid graphs. SIAM J. Comput. 11(4), 676–686 (1982)

    Article  Google Scholar 

  8. Jansen, K., Porkolab, L.: Preemptive scheduling with dedicated processors: applications of fractional graph coloring. J. Sched. 7(1), 35–48 (2004)

    Article  Google Scholar 

  9. Khachiyan, L.G.: A polynomial algorithm in linear programming. Dokladi Akademii Nauk SSSR 244, 1093–1096 (1979)

    Google Scholar 

  10. Kovalenko, Ju. V.: A continuous time model for scheduling with machine grouping by technology. Math. Struct. Modell. 27(1), 46–55 (2013)

    Google Scholar 

  11. Kubale, M.: Preemptive version nonpreemptive scheduling of biprocessor tasks on dedicated processors. Eur. J. Oper. Res. 94, 242–251 (1996)

    Article  Google Scholar 

  12. Zuckerman, D.: Linear degree extractors and the inapproximability of max clique and chromatic number. Theory Comput. 3, 103–128 (2007)

    Article  Google Scholar 

Download references

Acknowledgments

This research have been supported by the RFBR Grants 12-01-00122 and 13-01-00862.

Author information

Authors and Affiliations

Authors

Corresponding authors

Correspondence to Anton V. Eremeev or Julia V. Kovalenko .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this paper

Cite this paper

Eremeev, A.V., Kovalenko, J.V. (2016). On Multi-product Lot-Sizing and Scheduling with Multi-machine Technologies. In: Lübbecke, M., Koster, A., Letmathe, P., Madlener, R., Peis, B., Walther, G. (eds) Operations Research Proceedings 2014. Operations Research Proceedings. Springer, Cham. https://doi.org/10.1007/978-3-319-28697-6_42

Download citation

Publish with us

Policies and ethics