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Balancing two-sided U-type assembly lines using modified particle swarm optimization algorithm

Author

Listed:
  • Yılmaz Delice

    (Erciyes University)

  • Emel Kızılkaya Aydoğan

    (Erciyes University)

  • Uğur Özcan

    (Gazi University)

  • Mehmet Sıtkı İlkay

    (Erciyes University)

Abstract

In this paper, a new two-sided U-type assembly line balancing (TUALB) procedure and a new algorithm based on the particle swarm optimization algorithm to solve the TUALB problem are proposed. The proposed approach minimizes the number of stations for a given cycle time as the primary objective and it minimizes the number of positions as a secondary objective. The proposed approach is illustrated with an example problem. In order to evaluate the efficiency of the proposed algorithm, the test problems available in the literature are used. The experimental results show that the proposed approach performs well.

Suggested Citation

  • Yılmaz Delice & Emel Kızılkaya Aydoğan & Uğur Özcan & Mehmet Sıtkı İlkay, 2017. "Balancing two-sided U-type assembly lines using modified particle swarm optimization algorithm," 4OR, Springer, vol. 15(1), pages 37-66, March.
    • Handle: RePEc:spr:aqjoor:v:15:y:2017:i:1:d:10.1007_s10288-016-0320-4
    DOI: 10.1007/s10288-016-0320-4
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    References listed on IDEAS

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    3. Boysen, Nils & Fliedner, Malte & Scholl, Armin, 2007. "A classification of assembly line balancing problems," European Journal of Operational Research, Elsevier, vol. 183(2), pages 674-693, December.
    4. Hu, Xiaofeng & Wu, Erfei & Jin, Ye, 2008. "A station-oriented enumerative algorithm for two-sided assembly line balancing," European Journal of Operational Research, Elsevier, vol. 186(1), pages 435-440, April.
    5. Scholl, Armin & Becker, Christian, 2006. "State-of-the-art exact and heuristic solution procedures for simple assembly line balancing," European Journal of Operational Research, Elsevier, vol. 168(3), pages 666-693, February.
    6. S D Lapierre & A B Ruiz, 2004. "Balancing assembly lines: an industrial case study," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 55(6), pages 589-597, June.
    7. Becker, Christian & Scholl, Armin, 2006. "A survey on problems and methods in generalized assembly line balancing," European Journal of Operational Research, Elsevier, vol. 168(3), pages 694-715, February.
    8. Özcan, Ugur, 2010. "Balancing stochastic two-sided assembly lines: A chance-constrained, piecewise-linear, mixed integer program and a simulated annealing algorithm," European Journal of Operational Research, Elsevier, vol. 205(1), pages 81-97, August.
    9. Xiaofeng, Hu & Erfei, Wu & Jinsong, Bao & Ye, Jin, 2010. "A branch-and-bound algorithm to minimize the line length of a two-sided assembly line," European Journal of Operational Research, Elsevier, vol. 206(3), pages 703-707, November.
    10. Parames Chutima & Karn Jitmetta, 2013. "Adaptive biogeography-based optimisation for two-sided mixed-model assembly line sequencing problems," International Journal of Operational Research, Inderscience Enterprises Ltd, vol. 16(4), pages 390-420.
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    Cited by:

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    2. Battaïa, Olga & Dolgui, Alexandre, 2022. "Hybridizations in line balancing problems: A comprehensive review on new trends and formulations," International Journal of Production Economics, Elsevier, vol. 250(C).

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