Review

MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS

Volume: 31 Number: 4 December 1, 2013
EN

MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS

Abstract

Flexible job shop scheduling problem, is an extension of the classical job shop scheduling problem. In Flexible job shop scheduling problem, there are more than one machine with the same features for the same purpose. The problem can be defined as appointing the jobs to the machines (assignment) and ordering the jobs at each machine (sequencing) to serve the desired purpose. Multi-objective flexible job shop scheduling problem is of great importance in production management and combinatorial optimization. Because of the calculation complexity, finding the optimal solution for the actual situation of medium-sized problems is very difficult with traditional optimization methods. In this study, recent works on multi-objective flexible job shop scheduling problems is examined and a comprehensive literature review is presented. Especially, the meta-heuristic methods used by researchers are rigorously investigated; and meta-heuristic methods for solving multi-objective flexible job shop scheduling problems are suggested.

Keywords

References

  1. [1] Pinedo, M.L., “Scheduling Theory, Algorithms, and Systems”, ISBN: 978-0-387-78934-7 e-ISBN: 978-0-387-78935-4, DOI: 10.1007/978-0-387-78935-4, 2008.
  2. [2] Fattahi, P., Mehrabad, M.S., Jolai F., “Mathematical modeling and heuristic approaches to flexible job shop scheduling problems”, J Intell Manuf, 18:331–342, DOI 10.1007/s10845-007-0026-8, 2007.
  3. [3] Ho, N.B., Tay, J.C., “Solving Multiple-Objective Flexible Job Shop Problems by Evolution and Local Search”, IEEE Transactions On Systems, Man, And Cybernetics—Part C: Applications And Reviews, Vol. 38, No. 5, 1094-6977, 2008.
  4. [4] Kacem, I., Hammadi, S., Borne, P., “Approach by Localization and Multiobjective Evolutionary Optimization for Flexible Job-Shop Scheduling Problems”, IEEE transactions on Systems,Man, and Cybernetics—Part c: Applications and Reviews, Vol. 32, No. 1, 2002.
  5. [5] Kacem, I., Hammadi, S., Borne, P., “Pareto-optimality approach for flexible job-shop scheduling problems: hybridization of evolutionary algorithms and fuzzy logic”, Mathematics and Computers in Simulation 60, 245–276, 2002.
  6. [6] Pezzella, F., Morganti, G., Ciaschetti, G., “A genetic algorithm for the Job-Shop Scheduling Problem”, Computers & Operations Research 35, 3202 – 3212, 2008.
  7. [7] Chiang, T.C., Lin, H.J., “A simple and effective evolutionary algorithm for multiobjective flexible job shop scheduling”, International Journal of Production Economics, http://dx.doi.org/10.1016/j.ijpe.2012.03.034, (2012).
  8. [8] Li, J., Pan, Q., Xie, S., “An effective shuffled frog-leaping algorithm for multi-objective flexible job shop scheduling problems”, Applied Mathematics and Computation, 218, 9353-9371, (2012).

Details

Primary Language

English

Subjects

Industrial Engineering

Journal Section

Review

Authors

Serkan Kaya
Türkiye

Nilgün Fığlalı This is me
Türkiye

Publication Date

December 1, 2013

Submission Date

March 28, 2013

Acceptance Date

September 29, 2013

Published in Issue

Year 2013 Volume: 31 Number: 4

APA
Kaya, S., & Fığlalı, N. (2013). MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS. Sigma Journal of Engineering and Natural Sciences, 31(4), 605-623. https://izlik.org/JA35ZS52WN
AMA
1.Kaya S, Fığlalı N. MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS. SIGMA. 2013;31(4):605-623. https://izlik.org/JA35ZS52WN
Chicago
Kaya, Serkan, and Nilgün Fığlalı. 2013. “MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS”. Sigma Journal of Engineering and Natural Sciences 31 (4): 605-23. https://izlik.org/JA35ZS52WN.
EndNote
Kaya S, Fığlalı N (December 1, 2013) MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS. Sigma Journal of Engineering and Natural Sciences 31 4 605–623.
IEEE
[1]S. Kaya and N. Fığlalı, “MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS”, SIGMA, vol. 31, no. 4, pp. 605–623, Dec. 2013, [Online]. Available: https://izlik.org/JA35ZS52WN
ISNAD
Kaya, Serkan - Fığlalı, Nilgün. “MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS”. Sigma Journal of Engineering and Natural Sciences 31/4 (December 1, 2013): 605-623. https://izlik.org/JA35ZS52WN.
JAMA
1.Kaya S, Fığlalı N. MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS. SIGMA. 2013;31:605–623.
MLA
Kaya, Serkan, and Nilgün Fığlalı. “MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS”. Sigma Journal of Engineering and Natural Sciences, vol. 31, no. 4, Dec. 2013, pp. 605-23, https://izlik.org/JA35ZS52WN.
Vancouver
1.Serkan Kaya, Nilgün Fığlalı. MULTI OBJECTIVE FLEXIBLE JOB SHOP SCHEDULING PROBLEMS. SIGMA [Internet]. 2013 Dec. 1;31(4):605-23. Available from: https://izlik.org/JA35ZS52WN

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