The optimization of number of kanbans with genetic algorithms, simulated annealing and tabu search

Proceedings of the 2000 Congress on Evolutionary Computation, CEC 2000

Volumn 1, Issue , 2000, Pages 580-585

  Alabas, Cigdem ^a   Altiparmak, Fulya ^a   Dengiz, Berna ^a  

^a GAZI UNIVERSITY   (Turkey)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; HEURISTIC ALGORITHMS; HEURISTIC METHODS; SIMULATED ANNEALING; JUST IN TIME PRODUCTION;

JUST-IN-TIME MANUFACTURING SYSTEM; KANBANS; OPTIMUM NUMBER; SEARCH HEURISTICS; SPEED OF CONVERGENCE; TIME SPAN;

TABU SEARCH; OPTIMIZATION;

KANBANS; TABU SEARCH;

EID: 0033671536     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2000.870349     Document Type: Conference Paper

References (25)

1. Blanning, R.W., 1975, "The construction and implementation of metamodels", Simulation, p 177-184.
2. Kleijnen, J.P.C., 1975, "Regression metamodels for generalization simulation results", IEEE Transactions on Systems, Man, and Cybernetics, SMC9, n 2, p 93-96.
3. Freidman, L.W., and Pressman, I., 1988, "The metamodel in simulation analysis: can it be trusted?", Journal of Operational Research Society, v 39, n 10, p 939948.
4. Madu, C.N., 1990, "Simulation in manufacturing: a regression metamodel approach", Computers and Industrial Engineering, v 18, n 3, p 381-389.
5. Yu, b., and Popplewell, K., 1994, "Metamodels in manufacturing: a review", Industrial Journal of Production Research, v 32, n4, p 787-796.
6. Tekin, E., and Sabuncuoglu, I., 1998, "Simulation optimization: a comprehensive review on theory and applications", Technical Report, Bilkent University, Ankara, Turkey.
7. Bulgak, A.A., and Sanders, J.L., 1988, "Integrated a modified simulated annealing algorithm with the simulation of a manufacturing system to optimize buffer sizes in automatic assembly systems", M. Abrams, P. Haigh, J. Comfort (eds.), Proceedings of 1988 Winter Simulation Conference, p 684-690.
8. Grefensette, J.J., 1991, "Strategy acquisition with genetic algorithms", L. Davis (ed.). in Handbook of Genetic Algorithms, p 186-201.
9. Stuckman, B.E., 1988, "Design of general systems by methods of global search: a computer-aided engineering approach", Proceedings of the 1988 AMSE International Istanbul Conference on Modeling and Simulation, IB, p 8190.
10. Stuckman, B.E., 1990, "Design optimization using simulation and stochastic global search: a computer-aided engineering approach", Advances in Modeling and Simulation, v 18, n 4, p 13-33.
11. Stuckman, B.E., 1991, "Comparison of global search methods for design optimization using simulation", B. Nelson, W.d., Kelton, G.m. Clark (eds.), Proceedings of the 1991 Winter Simulation Conference, p 937-943.
12. Dengiz, B., Bulgak, A.A., and Altiparmak, F., 1998, "Optimization of stochastic systems using genetic algorithms", Transactions on Turkish Operation Research, Transactions on Operational Research,9,10,p. 43-62.
13. Dengiz, B., and Akbay, K.S., 2000, "Computer simulation of a PCB production line: metamodeling approach", International Journal of Production Economics, 63, p. 195-205.
14. Wang, H., and Wang, H., 1991, "Optimum number of kanbans between two adjacent workstations in a JIT system", International Journal of Production Economics, v 22, n3,p 179-188.
15. Kimura, O., and Tereda, R, 1981, "Design and analysis of pull system, a method of multi-stage production control", International Journal of Production Research, v 19, n 3, p 241-253.
16. Muckstadt, J.a., and Tayur, S.R., 1995, "A comparison of alternative kanban control mechanism: I. Background and structural results", HE Transactions, v 27, n 2, p 140150.
17. Aytug,H., Dogan, C.A., and Bezmez, G., 1996, "Determining the number of kanbans: a simulation metamodeling approach", Simulation, v 67, n 1, p 23-32.
18. Pirlot, M., 1996, "General local search methods", European Journal of Operational Research, v 92, p 453511.
19. Maniezzo, V., and Dorigo, M., 1995, "Algodesk: an experimental comparison of eight evolutionary heuristics applied to the quadratic assignment problem", European Journal of Operational Research, v 81, p 188-204.
20. Sinclair, M., 1993, "Comparison of the performance of modern heuristics for combinatorial optimization on real data", Computers and Operation Research, v 20, n 7, p 687695.
21. Goldberg, D.E., 1989, Genetic algorithms in search, optimization, and machine learning, Addison-Wesley.
22. Glover, F., and Laguna, M, 1997, Tabu search, Kluwer Academic Publishers.
23. Glover, F., 1989, "Tabu search Part I", ORSA Journal on Computing, v 1, p 190-206.
24. Glover, F., and Laguna, M., 1997, Modern heuristic techniques for combinatorial optimization, Blackwell Scienctific Publications.
25. Haddock, J., and Mittenthal, J., 1992, "Simulation optimization using simulated annealing", Computers and Industrial Engineering, v 22, n 4, p 387-395.