BibTex RIS Cite

A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem

Year 2009, Volume: 22 Issue: 4, 313 - 323, 27.03.2010

Abstract

In a production facility there may be more than one straight assembly line located in parallel. Balancing of parallel assembly lines will provide the flexibility to minimize the total number of workstations due to common resource. This type of problem is called as parallel assembly line balancing (PALB) problem. In this paper, a tabu search based approach is proposed for PALB problem with aim of maximizing line efficiency (LE) (or minimizing number of stations) and minimizing variation of workloads (V). This study is based on the study of Gokcen et al. [1]. The proposed approach is illustrated on a numerical example and its performance is tested on a set of well-known problems in the literature. This study is the first multi objective parallel assembly line balancing study in the literature.

 

Key Words: Assembly line balancing; Parallel assembly lines; Tabu search.

References

  • Gökçen, H., Ağpak, K., Benzer, R., “Balancing of parallel assembly lines”, Int. J. Prod. Econ., 103: 600-609 (2006).
  • Ghosh, S., Gagnon, J., “A comprehensive literature review and analysis of the design, balancing and scheduling of assembly systems”, Int. J. Prod. Res., 27: 637-670 (1989).
  • Salveson, M.E., “The assembly line balancing problem”, J. Ind. Eng., 6: 18-25 (1955).
  • Baybars, I., “A survey of exact algorithms for the simple assembly line balancing problem”, Manage. Sci., 32: 909-932 (1986).
  • Erel, E., Sarin, S.C., “A survey of the assembly line balancing procedures”, Prod. Plan. Control., 9: 414-434 (1998).
  • Scholl, A., Becker, C., “State-of-the-art exact and heuristic solution procedures for simple assembly line balancing”, Eur. J. Oper. Res., 168(3): 666- 693 (2006).
  • Miltenburg, J., Wijngaard, J., “The U-line line balancing problem”, Manage. Sci., 40: 1378-1388 (1994).
  • Urban, T.L., “Optimal balancing of U-shaped assembly lines”, Manage. Sci., 44: 738-741 (1998).
  • Becker, C., Scholl, A., “A survey on problems and methods in generalized assembly line balancing”, Eur. J. Oper. Res., 168: 694-715 (2006).
  • Süer, G.A., Dagli, C., “A knowledge-based system for selection of resource allocation rules and algorithms”, In: A. Mital and S. Anand, eds. Handbook of expert system applications in manufacturing; Structures and rules, Chapman and hall, 108-147 (1994).
  • Süer, G.A., “Designing parallel assembly lines”, Comput. Ind. Eng., 35: 467-470 (1998).
  • Simaria, A.S., Vilarinho, P.M., “The simple assembly line balancing problem with parallel workstations-a simulated annealing approach”, Int. J. Ind. Eng., 8: 230-240 (2001).
  • Askin, R.G., Zhou, M., “A parallel station heuristic for the mixed-model production line balancing problem”, Int. J. Prod. Res., 35: 3095-3105 (1997).
  • McMullen, P.R., Frazier, G.V., “A heuristic for solving mixed-model line balancing problems with stochastic task durations and parallel stations”, Int. J. Prod. Econ., 51: 177-190 (1997).
  • Vilarinho, P.M., Simaria, A.S., “A two-stage heuristic method for balancing mixed-model assembly lines with parallel workstations”, Int. J. Prod. Res., 40: 1405-1420 (2002).
  • Benzer, R., Gökçen, H., Çetinyokuş, T., Çerçioğlu, H., “A network model for parallel line balancing problem”, Math. Probl. Eng., Art. No: 10106 (2007).
  • Gutjahr, A.L., Nemhauser, G.L., “An algorithm for
  • the line balancing problem”, Manage. Sci., 11(2): 308-315 (1964).
  • Glover, F., “Tabu search, part I”, ORSA Journal of Computing, 1: 190-206 (1989).
  • Glover, F., “Tabu search, part II”, ORSA Journal of Computing, 2: 4-32 (1990).
  • Scholl, A., Voß, S., “Simple assembly line balancing-Heuristic approaches”, J. Heuristics, 2: 217-244 (1996).
  • Chiang, W.C., “The application of a tabu search metaheuristic to the assembly line balancing problem”, Ann. Oper. Res., 209-227 (1998).
  • Lapierre, S.D., Ruiz, A., Soriano, P., “Balancing assembly lines with tabu search”, Eur. J. Oper. Res., 168 (3): 826-837 (2006).
  • Hwang, R.K., Katayama, H., Gen, M., “U-shaped assembly line balancing problem with genetic algorithm”, Int. J. Prod. Res., 46 (16): 4637-4649 (2008).
  • Tabucanon, M.T., “Multiple criteria decision making in industry (Studies in production and engineering economics; 8)”, Elsevier, Amsterdam- Oxford-New York-Tokyo (1988).

Balancing Problem

Year 2009, Volume: 22 Issue: 4, 313 - 323, 27.03.2010

Abstract

References

  • Gökçen, H., Ağpak, K., Benzer, R., “Balancing of parallel assembly lines”, Int. J. Prod. Econ., 103: 600-609 (2006).
  • Ghosh, S., Gagnon, J., “A comprehensive literature review and analysis of the design, balancing and scheduling of assembly systems”, Int. J. Prod. Res., 27: 637-670 (1989).
  • Salveson, M.E., “The assembly line balancing problem”, J. Ind. Eng., 6: 18-25 (1955).
  • Baybars, I., “A survey of exact algorithms for the simple assembly line balancing problem”, Manage. Sci., 32: 909-932 (1986).
  • Erel, E., Sarin, S.C., “A survey of the assembly line balancing procedures”, Prod. Plan. Control., 9: 414-434 (1998).
  • Scholl, A., Becker, C., “State-of-the-art exact and heuristic solution procedures for simple assembly line balancing”, Eur. J. Oper. Res., 168(3): 666- 693 (2006).
  • Miltenburg, J., Wijngaard, J., “The U-line line balancing problem”, Manage. Sci., 40: 1378-1388 (1994).
  • Urban, T.L., “Optimal balancing of U-shaped assembly lines”, Manage. Sci., 44: 738-741 (1998).
  • Becker, C., Scholl, A., “A survey on problems and methods in generalized assembly line balancing”, Eur. J. Oper. Res., 168: 694-715 (2006).
  • Süer, G.A., Dagli, C., “A knowledge-based system for selection of resource allocation rules and algorithms”, In: A. Mital and S. Anand, eds. Handbook of expert system applications in manufacturing; Structures and rules, Chapman and hall, 108-147 (1994).
  • Süer, G.A., “Designing parallel assembly lines”, Comput. Ind. Eng., 35: 467-470 (1998).
  • Simaria, A.S., Vilarinho, P.M., “The simple assembly line balancing problem with parallel workstations-a simulated annealing approach”, Int. J. Ind. Eng., 8: 230-240 (2001).
  • Askin, R.G., Zhou, M., “A parallel station heuristic for the mixed-model production line balancing problem”, Int. J. Prod. Res., 35: 3095-3105 (1997).
  • McMullen, P.R., Frazier, G.V., “A heuristic for solving mixed-model line balancing problems with stochastic task durations and parallel stations”, Int. J. Prod. Econ., 51: 177-190 (1997).
  • Vilarinho, P.M., Simaria, A.S., “A two-stage heuristic method for balancing mixed-model assembly lines with parallel workstations”, Int. J. Prod. Res., 40: 1405-1420 (2002).
  • Benzer, R., Gökçen, H., Çetinyokuş, T., Çerçioğlu, H., “A network model for parallel line balancing problem”, Math. Probl. Eng., Art. No: 10106 (2007).
  • Gutjahr, A.L., Nemhauser, G.L., “An algorithm for
  • the line balancing problem”, Manage. Sci., 11(2): 308-315 (1964).
  • Glover, F., “Tabu search, part I”, ORSA Journal of Computing, 1: 190-206 (1989).
  • Glover, F., “Tabu search, part II”, ORSA Journal of Computing, 2: 4-32 (1990).
  • Scholl, A., Voß, S., “Simple assembly line balancing-Heuristic approaches”, J. Heuristics, 2: 217-244 (1996).
  • Chiang, W.C., “The application of a tabu search metaheuristic to the assembly line balancing problem”, Ann. Oper. Res., 209-227 (1998).
  • Lapierre, S.D., Ruiz, A., Soriano, P., “Balancing assembly lines with tabu search”, Eur. J. Oper. Res., 168 (3): 826-837 (2006).
  • Hwang, R.K., Katayama, H., Gen, M., “U-shaped assembly line balancing problem with genetic algorithm”, Int. J. Prod. Res., 46 (16): 4637-4649 (2008).
  • Tabucanon, M.T., “Multiple criteria decision making in industry (Studies in production and engineering economics; 8)”, Elsevier, Amsterdam- Oxford-New York-Tokyo (1988).
There are 25 citations in total.

Details

Primary Language English
Journal Section Industrial Engineering
Authors

Uğur Özcan This is me

Hakan Çerçioğlu This is me

Hadi Gökçen This is me

Bilal Toklu This is me

Publication Date March 27, 2010
Published in Issue Year 2009 Volume: 22 Issue: 4

Cite

APA Özcan, U., Çerçioğlu, H., Gökçen, H., Toklu, B. (2010). A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem. Gazi University Journal of Science, 22(4), 313-323.
AMA Özcan U, Çerçioğlu H, Gökçen H, Toklu B. A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem. Gazi University Journal of Science. March 2010;22(4):313-323.
Chicago Özcan, Uğur, Hakan Çerçioğlu, Hadi Gökçen, and Bilal Toklu. “A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem”. Gazi University Journal of Science 22, no. 4 (March 2010): 313-23.
EndNote Özcan U, Çerçioğlu H, Gökçen H, Toklu B (March 1, 2010) A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem. Gazi University Journal of Science 22 4 313–323.
IEEE U. Özcan, H. Çerçioğlu, H. Gökçen, and B. Toklu, “A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem”, Gazi University Journal of Science, vol. 22, no. 4, pp. 313–323, 2010.
ISNAD Özcan, Uğur et al. “A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem”. Gazi University Journal of Science 22/4 (March 2010), 313-323.
JAMA Özcan U, Çerçioğlu H, Gökçen H, Toklu B. A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem. Gazi University Journal of Science. 2010;22:313–323.
MLA Özcan, Uğur et al. “A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem”. Gazi University Journal of Science, vol. 22, no. 4, 2010, pp. 313-2.
Vancouver Özcan U, Çerçioğlu H, Gökçen H, Toklu B. A Tabu Search Algorithm for the Parallel Assembly Line Balancing Problem. Gazi University Journal of Science. 2010;22(4):313-2.