Skip to main content

Formalising the repair of schedules through knowledge acquisition

  • Planning
  • Conference paper
  • First Online:

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 1076))

Abstract

The generation and repair of schedules in the dynamic environment of a major UK automobile manufacturer provided challenging a testbed for real-time tools to support the schedulers. A tool was developed, described in the paper, featuring a distinction between schedule assessment and amendment, together with heuristic methods for dynamic iterative schedule repair. Some lessons were learnt on acquiring and structuring heuristic knowledge in these circumstances, with a view to selecting dynamically between the schedule repair heuristics. The paper concludes with a call for dynamic tools to assist the operators in a continued search for better understanding of their manufacturing processes and the impact of schedule changes.

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

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Beck, H.A.: Design considerations for reactive scheduling. Technical Report, Artificial Intelligence Applications Institute, University of Edinburgh, (1982)

    Google Scholar 

  2. Bona, B., Brandimente P. and Greco C.: Some experiences in the application of AI in manufacturing and control. 29–45, in Applications of Artificial Intelligence in Engineering V, Volume 2, Manufacturing and Planning, G. Rzevski (Ed.), Computational Mechanics Publications, 1982, Springer-Verlag.

    Google Scholar 

  3. Buchanan, I., Burke, P., Costello, J. and Prosser, P.: in Artificial Intelligence in Manufacturing, (ed.) G. Rzevski, Computational Mechanics Publications, Southampton, (1988) 107–114.

    Google Scholar 

  4. Burke, P., Prosser, P.: Distributed Asynchronous Scheduling. 503–522, in Applications of Artificial Intelligence in Engineering V, Volume 2, Manufacturing and Planning, G. Rzevski (Ed.), Computational Mechanics Publications (1990), Springer-Verlag.

    Google Scholar 

  5. Frizelle, G.D.M.: An Entropic Measurement of Complexity in Jackson Networks, Working Paper in Manufacturing, 1995 No 13, Cambridge University Engineering Department, Mill Lane Cambridge CB2 1RX.

    Google Scholar 

  6. Interrante, L.D., Rochowiak, D.M.: Active Rescheduling and Collaboration in Dynamic Manufacturing Systems. Concurrent Engineering: Research and Applications, 2 97–105

    Google Scholar 

  7. Wild, R.: Production and Operations Management. Fourth Edition, Cassell, london, 1989.

    Google Scholar 

  8. Lane, R., Evans, S.: Solving problems in production scheduling. Computer Integrated Manufacturing Systems, 8 (1995) 117–124

    Google Scholar 

  9. Little, D., A. Hemmings: Automated assembly scheduling: a review. Computer Integrated Manufacturing Systems 7 (1995) 51–61.

    Google Scholar 

  10. McKay, K.N., Safayeni, F.R., Buzacott, J.A.: Schedulers & Planners: What and how can we learn from them. Invited paper, Proceedings of Intelligent Scheduling Symposium, November, San Francisco (1992) 51–66.

    Google Scholar 

  11. Prosser, P., Conway, C., Muller, C.: A constraint maintenance system for the distributed resource allocation problem. Intelligent Systems Engineering 1 (1992) 76–83.

    Google Scholar 

  12. Sathi, N., Fox, M.S., Goyal., R., Kott, S.: Resource configuration and allocation. IEEE Expert 7 No. 2 (1992) 26–35.

    Google Scholar 

  13. Smith, S.F., Ow, P.S., Potvin, J-Y., Muscettola, N., Matthys, D.C.: An integrated framework for generating and revising factory schedules. International Journal of Operations Research 41 (1990) 539–552

    Google Scholar 

  14. Sycara, K.P., Roth, S.F., Sadeh, N., Fox, M.S.: Resource allocation in distributed factory scheduling. IEEE Expert, 6 (1991) 29–40.

    Google Scholar 

  15. Zweben, M.: Repair for scheduling and rescheduling. IEEE Systems Man and Cybernetics (1992)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Nigel Shadbolt Kieron O'Hara Guus Schreiber

Rights and permissions

Reprints and permissions

Copyright information

© 1996 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Efstathiou, J. (1996). Formalising the repair of schedules through knowledge acquisition. In: Shadbolt, N., O'Hara, K., Schreiber, G. (eds) Advances in Knowledge Acquisition. EKAW 1996. Lecture Notes in Computer Science, vol 1076. Springer, Berlin, Heidelberg. https://doi.org/10.1007/3-540-61273-4_20

Download citation

  • DOI: https://doi.org/10.1007/3-540-61273-4_20

  • Published:

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-61273-5

  • Online ISBN: 978-3-540-68391-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics