Skip to main content
Log in

Forward-compatible framework with critical-chain project management using a max-plus linear representation

  • Theoretical Article
  • Published:
OPSEARCH Aims and scope Submit manuscript

Abstract

Focusing on projects with uncertain task-duration times under limited resources, we develop a scheduling framework using a max-plus linear (MPL) representation. The base methodology is referred to as critical-chain project management (CCPM), designed to achieve a short lead time and observe the estimated due date. Our recent achievement called CCPM-MPL is an approach to handle the CCPM framework using an MPL representation; therein, no method for resolving resource contention is provided. We thus improve the existing CCPM-MPL framework for which it becomes compliant and forward compatible with the original CCPM. The forward compatibility yields additional benefits; it is able to list and compare all potential schedules with the same processing sequence. It can also handle multiple-input and/or multiple-output projects in a unified fashion. The former would be useful in instances when we are allowed to deliver multiple products separately, the latter when one or more resource is unavailable until a certain time.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

References

  1. Goldratt, E.M.: Critical chain. North River Press, Great Barrington (1997)

    Google Scholar 

  2. Leach, L.P.: Critical chain project management, 2nd ed. Effective project management series. Artech House, Boston (2005)

    Google Scholar 

  3. Baccelli, F., Cohen, G., Olsder, G.J., Quadrat, J.P.: Synchronization and linearity: an algebra for discrete event systems. Wiley series in probability and mathematical statistics. Wiley, New York (1992)

    Google Scholar 

  4. Heidergott, B., Olsder, G.J., van der Woude, J.: Max plus at work: modeling and analysis of synchronized systems. Princeton series in applied mathematics. Princeton University Press, New Jersey (2006)

    Google Scholar 

  5. Goto, H., Truc, N.T.N., Takahashi, H.: Simple representation of the critical chain project management framework in a max-plus linear form. SICE J. Control Meas. Syst. Integr. 6(5), 341–344 (2013)

    Article  Google Scholar 

  6. Goldratt, E.M.: What is this thing called theory of constraints and how should it be implemented?. North River Press, Great Barrington (1990)

    Google Scholar 

  7. Necoara, I., De Schutter, B., van den Boom, T.J., Hellendoorn, H.: Stable model predictive control for constrained max-plus-linear systems. Discrete Event Dyn. Syst. 17(3), 329–354 (2007). doi:10.1007/s10626-007-0015-2

    Article  Google Scholar 

  8. Menguy, E., Boimond, J.L., Hardouin, L., Ferrier, J.L.: A first step towards adaptive control for linear systems in max algebra. Discrete Event Dyn. Syst. 10(4), 347–367 (2000). doi:10.1023/A:1008363704766

    Article  Google Scholar 

  9. Goto, H., Masuda, S.: Monitoring and scheduling methods for MIMO-FIFO systems utilizing max-plus linear representation. Ind. Eng. Manag. Syst. 7(1), 23–33 (2008)

    Google Scholar 

  10. Goto, H., Takahashi, H.: Fast computation methods for the kleene star in max-plus linear systems with a DAG structure. IEICE Trans. Fundam. E92-A(11), 2794–2799 (2009). doi:10.1587/transfun.E92.A.2794

    Article  Google Scholar 

  11. Yoshida, S., Takahashi, H., Goto, H.: Resolution of time and worker conflicts for a single project in a max-plus linear representation. Ind. Eng. Manag. Syst. 10(4), 279–287 (2011)

    Google Scholar 

  12. Hillier, F.S., Lieberman, G.J.: Introduction to operations research, 9th edn. McGraw-Hill Higher Education, New York (2010)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hiroyuki Goto.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Goto, H. Forward-compatible framework with critical-chain project management using a max-plus linear representation. OPSEARCH 54, 201–216 (2017). https://doi.org/10.1007/s12597-016-0276-3

Download citation

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s12597-016-0276-3

Keywords

Navigation