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Ant colony optimization for the single model U-type assembly line balancing problem

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  • Sabuncuoglu, Ihsan
  • Erel, Erdal
  • Alp, Arda

Abstract

An assembly line is a production line in which units move continuously through a sequence of stations. The assembly line balancing problem is defined as the allocation of tasks to an ordered sequence of stations subject to precedence constraints with the objective of optimizing a performance measure. In this paper, we propose ant colony algorithms to solve the single-model U-type assembly line balancing problem. We conduct an extensive experimental study in which the performance of the proposed algorithm is compared against best known algorithms reported in the literature. The results indicate that the proposed algorithms display very competitive performance against them.

Suggested Citation

  • Sabuncuoglu, Ihsan & Erel, Erdal & Alp, Arda, 2009. "Ant colony optimization for the single model U-type assembly line balancing problem," International Journal of Production Economics, Elsevier, vol. 120(2), pages 287-300, August.
    • Handle: RePEc:eee:proeco:v:120:y:2009:i:2:p:287-300
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    1. David S. Johnson & Cecilia R. Aragon & Lyle A. McGeoch & Catherine Schevon, 1991. "Optimization by Simulated Annealing: An Experimental Evaluation; Part II, Graph Coloring and Number Partitioning," Operations Research, INFORMS, vol. 39(3), pages 378-406, June.
    2. Boysen, Nils & Fliedner, Malte, 2008. "A versatile algorithm for assembly line balancing," European Journal of Operational Research, Elsevier, vol. 184(1), pages 39-56, January.
    3. Miltenburg, John, 1998. "Balancing U-lines in a multiple U-line facility," European Journal of Operational Research, Elsevier, vol. 109(1), pages 1-23, August.
    4. David S. Johnson & Cecilia R. Aragon & Lyle A. McGeoch & Catherine Schevon, 1989. "Optimization by Simulated Annealing: An Experimental Evaluation; Part I, Graph Partitioning," Operations Research, INFORMS, vol. 37(6), pages 865-892, December.
    5. Nakade, Koichi & Ohno, Katsuhisa, 2003. "Separate and carousel type allocations of workers in a U-shaped production line," European Journal of Operational Research, Elsevier, vol. 145(2), pages 403-424, March.
    6. Nakade, Koichi & Ohno, Katsuhisa, 1999. "An optimal worker allocation problem for a U-shaped production line," International Journal of Production Economics, Elsevier, vol. 60(1), pages 353-358, April.
    7. F. Brian Talbot & James H. Patterson & William V. Gehrlein, 1986. "A Comparative Evaluation of Heuristic Line Balancing Techniques," Management Science, INFORMS, vol. 32(4), pages 430-454, April.
    8. Bautista, Joaquin & Pereira, Jordi, 2007. "Ant algorithms for a time and space constrained assembly line balancing problem," European Journal of Operational Research, Elsevier, vol. 177(3), pages 2016-2032, March.
    9. Urban, Timothy L. & Chiang, Wen-Chyuan, 2006. "An optimal piecewise-linear program for the U-line balancing problem with stochastic task times," European Journal of Operational Research, Elsevier, vol. 168(3), pages 771-782, February.
    10. Timothy L. Urban, 1998. "Note. Optimal Balancing of U-Shaped Assembly Lines," Management Science, INFORMS, vol. 44(5), pages 738-741, May.
    11. Gajpal, Yuvraj & Rajendran, Chandrasekharan, 2006. "An ant-colony optimization algorithm for minimizing the completion-time variance of jobs in flowshops," International Journal of Production Economics, Elsevier, vol. 101(2), pages 259-272, June.
    12. Chiang, Wen-Chyuan & Urban, Timothy L., 2006. "The stochastic U-line balancing problem: A heuristic procedure," European Journal of Operational Research, Elsevier, vol. 175(3), pages 1767-1781, December.
    13. G. J. Miltenburg & J. Wijngaard, 1994. "The U-line Line Balancing Problem," Management Science, INFORMS, vol. 40(10), pages 1378-1388, October.
    14. Thomas R. Hoffmann, 1992. "Eureka: A Hybrid System for Assembly Line Balancing," Management Science, INFORMS, vol. 38(1), pages 39-47, January.
    15. Scholl, Armin, 1995. "Data of assembly line balancing problems," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 25075, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    16. T'kindt, Vincent & Monmarche, Nicolas & Tercinet, Fabrice & Laugt, Daniel, 2002. "An Ant Colony Optimization algorithm to solve a 2-machine bicriteria flowshop scheduling problem," European Journal of Operational Research, Elsevier, vol. 142(2), pages 250-257, October.
    17. Lin, B.M.T. & Lu, C.Y. & Shyu, S.J. & Tsai, C.Y., 2008. "Development of new features of ant colony optimization for flowshop scheduling," International Journal of Production Economics, Elsevier, vol. 112(2), pages 742-755, April.
    18. Aase, Gerald R. & Olson, John R. & Schniederjans, Marc J., 2004. "U-shaped assembly line layouts and their impact on labor productivity: An experimental study," European Journal of Operational Research, Elsevier, vol. 156(3), pages 698-711, August.
    19. Hertz, Alain & Widmer, Marino, 2003. "Guidelines for the use of meta-heuristics in combinatorial optimization," European Journal of Operational Research, Elsevier, vol. 151(2), pages 247-252, December.
    20. Hozefa M. Botee & Eric Bonabeau, 1998. "Evolving Ant Colony Optimization," Advances in Complex Systems (ACS), World Scientific Publishing Co. Pte. Ltd., vol. 1(02n03), pages 149-159.
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    Cited by:

    1. Boysen, Nils & Schulze, Philipp & Scholl, Armin, 2022. "Assembly line balancing: What happened in the last fifteen years?," European Journal of Operational Research, Elsevier, vol. 301(3), pages 797-814.
    2. Masood Fathi & María Jesús à lvarez & Victoria Rodríguez, 2016. "A new heuristic-based bi-objective simulated annealing method for U-shaped assembly line balancing," European Journal of Industrial Engineering, Inderscience Enterprises Ltd, vol. 10(2), pages 145-169.
    3. Delorme, Xavier & Dolgui, Alexandre & Kovalyov, Mikhail Y., 2012. "Combinatorial design of a minimum cost transfer line," Omega, Elsevier, vol. 40(1), pages 31-41, January.
    4. M. H. Alavidoost & M. H. Fazel Zarandi & Mosahar Tarimoradi & Yaser Nemati, 2017. "Modified genetic algorithm for simple straight and U-shaped assembly line balancing with fuzzy processing times," Journal of Intelligent Manufacturing, Springer, vol. 28(2), pages 313-336, February.
    5. Battaïa, Olga & Dolgui, Alexandre, 2013. "A taxonomy of line balancing problems and their solutionapproaches," International Journal of Production Economics, Elsevier, vol. 142(2), pages 259-277.
    6. Ibrahim Kucukkoc & David Z. Zhang, 2017. "Balancing of mixed-model parallel U-shaped assembly lines considering model sequences," International Journal of Production Research, Taylor & Francis Journals, vol. 55(20), pages 5958-5975, October.

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