Skip to main content
Log in

Machine scheduling with an availability constraint

  • Published:
Journal of Global Optimization Aims and scope Submit manuscript

Abstract

Most literature in scheduling assumes that machines are available simultaneously at all times. However, this availability may not be true in real industry settings. In this paper, we assume that the machine may not always be available. This happens often in the industry due to a machine breakdown (stochastic) or preventive maintenance (deterministic) during the scheduling period. We study the scheduling problem under this general situation and for the deterministic case.

We discuss various performance measures and various machine environments. In each case, we either provide a polynomial optimal algorithm to solve the problem, or prove that the problem is NP-hard. In the latter case, we develop pseudo-polynomial dynamic programming models to solve the problem optimally and/or provide heuristics with an error bound analysis.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

References

  • Adiri, I., Bruno, J., Frostig, E., and A.H.G. Rinnooy Kan, “Single Machine Flow-Time Scheduling with a Single Breakdown,” Acta Informatica, 26, (1989), pp. 679–696.

    Google Scholar 

  • Baker, K., Elements of Sequencing and Scheduling, (1993), unpublished manuscript.

  • Blazewicz, J., K. Ecker, G. Schmidt, and J. Weglarz, Scheduling in Computer and Manufacturing Systems, Springer-Verlag, 1993, New York.

    Google Scholar 

  • Garey, M. R., and D. S. Johnson, Computer and Intractability: A Guide to the Theory of NP-Completeness, W.H. Freeman and Company, 1979, New York.

    Google Scholar 

  • Graves, S. C., “A Review on Production Scheduling,” Operations Research, 29, (1981), pp. 646–676.

    Google Scholar 

  • Herrmann, J., C.-Y. Lee, and J. Snowdon, “A Classification of Static Scheduling Problems,” in Complexity in Numerical Optimization, P. M. Pardalos (ed.), (1993), pp. 203–253, World Scientific.

  • Kaspi, M. and B. Montreuil, “On the Scheduling of Identical Parallel Processes with Arbitrary Initial Processor Available Times,” Research Report 88-12, School of Industrial Engineering, Purdue University, 1988.

  • Kraemer, F., ad C.-Y. Lee,` “Common Due-Window Scheduling,” Production and Operations Management, 2, (1993), pp. 262–275.

    Google Scholar 

  • Lawler, E.L., J.K. Lenstra, A.H.G. Rinnooy Kan, and D. Shmoys, “Sequencing and Scheduling: Algorithms and Complexity,” in Handbook in Operations Research and Management Science, Vol. 4: Logistics of Production and Inventory, S.S. Graves, A.H.G. Rinnooy Kan, and P. Zipkin (eds.), pp. 445–522, North-Holland, New York, 1993.

    Google Scholar 

  • Lee, C.-Y., “Parallel Machines Scheduling with Non-Simultaneous Machine Available Time,” Discrete Applied Mathematics, 30,(1991), pp. 53–61.

    Google Scholar 

  • Lee, C.-Y., “Minimizing the Makespan in the Two-Machine Flowshop Scheduling Problem with an Availability Constraint,” (1995), submitted for publication.

  • Lee, C.-Y., and S. D. Liman, “Single Machine Flow-Time Scheduling With Scheduled Maintenance,” Acta Informatica, 29, (1992), pp. 375–382.

    Google Scholar 

  • Lee, C.-Y., and S. D. Liman, “Capacitated two-parallel machines scheduling to minimize sum of job completion times,” Discrete Applied Mathematics, 41, (1993), pp. 211–222.

    Google Scholar 

  • Lei, L., and T.-J. Wong, “The Minimum Common-Cycle Algorithm for Cyclic Scheduling of Two Material Handling Hoists with Time Window Constraints,” Management Science, 37, (1991), pp. 1629–1639.

    Google Scholar 

  • Liman, S., Scheduling with Capacities and Due-Dates, Ph.D. Dissertation, Industrial and Systems Engineering Department, University of Florida, 1991.

  • Morton, T. E., and D. W. Prentico, Heuristic Scheduling Systems, John Wiley & Sons, Inc. New York, 1993.

    Google Scholar 

  • Mosheiov, G., “Minimizing the Sum of Job Completion Times on Capacitated Parallel Machines,” Mathl. Comput. Modelling, 20, 1994, pp. 91–99.

    Google Scholar 

  • Pinedo, M., Scheduling: Theory, Algorithms, and Systems, Prentice Hall, 1995, Englewood Cliffs, New Jersey, 1995.

    Google Scholar 

  • Sahni, S., “Approximation Algorithms for the 0/1 Kanpsack Problem,” Journal of the Association for Computing Machinery, 20, 1975, pp. 115–124.

    Google Scholar 

  • Schmidt, G., “Scheduling Independent Tasks with Deadlines on Semi-identical Processors,” Journal of Operational Research Society, 39, 1984, 271–277.

    Google Scholar 

  • Tanaev, V. S., Y. N. Sotskov, and V. A. Strusevich, Scheduling Theory. Multi-Stage Systems, Kluwer Academic Publishers, 1994, The Netherlands.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Additional information

This research was supported in part by NSF grant DDM 9201627

Rights and permissions

Reprints and permissions

About this article

Cite this article

Lee, CY. Machine scheduling with an availability constraint. J Glob Optim 9, 395–416 (1996). https://doi.org/10.1007/BF00121681

Download citation

  • Issue Date:

  • DOI: https://doi.org/10.1007/BF00121681

Keywords

Navigation