Skip to main content

Two, Three, Many or the Complexity of Scheduling with Fixed Number of Jobs

  • Conference paper

Part of the book series: Operations Research Proceedings ((ORP,volume 1994))

Zusammenfassung

Im Beitrag wird die Kompliziertheit der Scheduling-Probleme in job-shop-, flow-shop- und mixed-shop-Bedienungssystemen zusammenfassend dargestellt, wenn die Anzahl der Aufträge n kleiner oder gleich der Anzahl der Maschinen m ist. Fast alle Scheduling-Aufgaben mit zwei Aufträgen können in Polynomialzeit für beliebiges reguläres Kriterium gelöst werden, aber diese Aufgaben mit drei Aufträgen sind binär NP-hard. Die Ausnahme bilden die Aufgabe mit zwei Aufträgen im m-Maschinen mixed-shop-System ohne Unterbrechung der Operationen, die binär NP-hard für beliebiges nichttriviales reguläres Kriterium ist sowie die Aufgabe mit n-Aufträgen im m-Maschinen open-shop-System mit Unterbrechung der Operationen, die polynomial lösbar für die Minimierung der Gesamtbearbeitungszeit ist.

Summary

The paper surveys the complexity of job-shop, flow-shop, open-shop and mixed-shop scheduling problems when the number of jobs n is less or equal to the number of machines m. Almost all shop-scheduling problems with two jobs can be solved in polynomial time for any given regular criterion, but those with three jobs are binary NP-hard. The exceptions are the two job m machine mixed-shop problem without operation preemptions, which is binary NP-hard for any non-trivial regular criterion, and the n job m machine open-shop problem with allowed operation preemptions, which is polynomially solvable for minimizing makespan.

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

Buying options

Chapter
USD   29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD   84.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD   109.99
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

Learn about institutional subscriptions

Preview

Unable to display preview. Download preview PDF.

Unable to display preview. Download preview PDF.

References

  1. Akers, S.B.: A graphical approach to production scheduling problems. Oper. Res. 4 (1956) 244–245

    Article  Google Scholar 

  2. Al’berton, I.B.: Polynomial algorithms for scheduling problems for restricted network. Izv. Akad. Nauk SSSR Tekhn. Kibernet. 6 (1986) 162–171 (in Russian)

    Google Scholar 

  3. Brucker, P.: An efficient algorithm for the job-shop problem with two jobs. Computing 40 (1988) 164–176

    Article  Google Scholar 

  4. Brucker, P.: A polynomial algorithm for the two machine job-shop scheduling problem with a fixed number of jobs. OR Spektrum, to appear

    Google Scholar 

  5. Brucker, P., Jurisch, B., Meyer, M.: Geometric methods for solving the job-shop scheduling problem. Preprint 127, Osnabrücker Schriften zür Mathematik, Osnabrück (1989)

    Google Scholar 

  6. Conway, R.W., Maxwell, W.L., Miller L.W.: Theory of scheduling ( Addison-Wesley, Reading, MA, 1967 )

    Google Scholar 

  7. Dekel, E., Sahni, S.: Parallel scheduling algorithms. Oper. Res. 31, No 1 (1983) 24–49

    Article  Google Scholar 

  8. Garey, M.R., Johnson, D.S.: Computers and intractability: A guide to the theory of NP-completeness. ( Freeman, San Francisco, 1979 )

    Google Scholar 

  9. Gonzalez, T., Sahni, A.: Open shop scheduling to minimize finish time. J. Assoc. Comput. Mach. 23 (1976) 665–679

    Google Scholar 

  10. Hardgrave, W.H., Nemhauser, G.L.: A geometric model and graphical algorithm for a sequen¬cing problem. Oper. Res. 11 (1963) 889–900

    Article  Google Scholar 

  11. Kravchenko, S.A., Sotskov, Yu.N.: Optimal makespan schedule for three jobs on two machines. Z. Oper. Res., to appear

    Google Scholar 

  12. Lawler, E.L., Lenstra, J.K., Rinnooy Kan, A.H.G., Shmoys, D.: Sequencing and Scheduling: Algorithms and Complexity. Report BS-R8909, Centre for Mathematics and Computer Science, Amsterdam, 1989

    Google Scholar 

  13. Masuda, T., Ishii, H., Nishida, T.: The mixed shop scheduling problem. Discrete Appl. Math. 11 (1985) 175–186

    Google Scholar 

  14. Servakh, V.V.: About Akers-Friedman problem. Upravlyaemye Sistemy 23 (1983) 70–81

    Google Scholar 

  15. Shakhlevich, N.V., Sotskov, Yu.N.: Scheduling two jobs with fixed and nonfixed routes. Computing 52 (1994) 17–30

    Article  Google Scholar 

  16. Shakhlevich, N.V., Strusevich, V.A.: Two machine open shop scheduling problem to minimize an arbitrary machine usage regular penalty function. European J. Oper. Res. 70, No 3 (1993) 391–404

    Article  Google Scholar 

  17. Sotskov, Yu.N.: Optimal scheduling two jobs with regular criterion. Design Processes Automating. Institute of Engineering Cybernetics, Minsk, (1985) 86–95 (in Russian)

    Google Scholar 

  18. Sotskov, Yu.N.: The complexity of scheduling theory problems with fixed number of jobs. Dokl. Akad. Nauk BSSR 33, No 6 (1989) 488–491 (in Russian)

    Google Scholar 

  19. Sotskov, Yu.N.: The complexity of shop-scheduling problems with three jobs. Kibernetika (Kiev) 5 (1990) 74–78 (in Russian)

    Google Scholar 

  20. Sotskov, Yu.N.: The complexity of shop-scheduling problems with two or three jobs. European J. Oper. Res. 53, No 3 (1991) 326–336

    Article  Google Scholar 

  21. Sotskov, Yu. N., Shakhlevich, N.V.: NP-hardness of scheduling problems with three jobs. Vestsi Akad. Navuk BSSR Ser. Fiz.-Mat. Navuk 4 (1990) 96–101 (in Russian)

    Google Scholar 

  22. Sotskov, Yu.N., Shakhlevich, N.V.: NP-hardness of shop-scheduling problems with three jobs. Discrete Appl. Math., to appear

    Google Scholar 

  23. Strusevich, V.A.: On non-homogeneous two-stage deterministic scheduling systems. Kibernetika (Kiev) 3 (1989) 88–94 (in Russian)

    Google Scholar 

  24. Strusevich, V.A.: Two machines super-shop scheduling problem. J. Oper. Res. Soc. 42 (1991) 479–492

    Google Scholar 

  25. Szwarc, W.: Solution of the Akers-Friedman scheduling problem. Oper. Res. 8 (1960) 782–788

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 1995 Springer-Verlag Berlin Heidelberg

About this paper

Cite this paper

Sotskov, Y.N. (1995). Two, Three, Many or the Complexity of Scheduling with Fixed Number of Jobs. In: Derigs, U., Bachem, A., Drexl, A. (eds) Operations Research Proceedings 1994. Operations Research Proceedings, vol 1994. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-79459-9_31

Download citation

  • DOI: https://doi.org/10.1007/978-3-642-79459-9_31

  • Publisher Name: Springer, Berlin, Heidelberg

  • Print ISBN: 978-3-540-58793-4

  • Online ISBN: 978-3-642-79459-9

  • eBook Packages: Springer Book Archive

Publish with us

Policies and ethics