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A multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problem

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  • Sebnem Demirkol Akyol

    (Dokuz Eylül University)

  • Adil Baykasoğlu

    (Dokuz Eylül University)

Abstract

This paper proposes a constructive heuristic approach for the assembly line worker assignment and balancing problem (ALWABP). ALWABP arises when the operation time for every task differs according to the worker who executes the task. Since the operation times of tasks vary due to the workers, the problem requires a simultaneous solution to the double assignment problem. Tasks must be assigned to workers and workers to stations, concurrently. This problem is especially proposed in sheltered work centers for the disabled. However, it is not only important for the assembly lines with the disabled, but also for manually operated assembly lines with high labor turnover. In this paper, a multiple-rule based constructive randomized search (MRBCRS) algorithm is proposed in order to solve the ALWABP. Thirty nine task priority rules and four worker priority rules are defined. Performance of the proposed MRBCRS is compared with the relevant literature on benchmark data. Experimental results show that the proposed MRBCRS is very effective for benchmark problems. The results show that the algorithm improves upon the best-performing methods from the literature in terms of solution quality and time.

Suggested Citation

  • Sebnem Demirkol Akyol & Adil Baykasoğlu, 2019. "A multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problem," Journal of Intelligent Manufacturing, Springer, vol. 30(2), pages 557-573, February.
    • Handle: RePEc:spr:joinma:v:30:y:2019:i:2:d:10.1007_s10845-016-1262-6
    DOI: 10.1007/s10845-016-1262-6
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    References listed on IDEAS

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    1. Costa, Alysson M. & Miralles, Cristóbal, 2009. "Job rotation in assembly lines employing disabled workers," International Journal of Production Economics, Elsevier, vol. 120(2), pages 625-632, August.
    2. Miralles, Cristobal & Garcia-Sabater, Jose Pedro & Andres, Carlos & Cardos, Manuel, 2007. "Advantages of assembly lines in Sheltered Work Centres for Disabled. A case study," International Journal of Production Economics, Elsevier, vol. 110(1-2), pages 187-197, October.
    3. Araújo, Felipe F.B. & Costa, Alysson M. & Miralles, Cristóbal, 2012. "Two extensions for the ALWABP: Parallel stations and collaborative approach," International Journal of Production Economics, Elsevier, vol. 140(1), pages 483-495.
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    Cited by:

    1. Adalberto Sato Michels & Alysson M. Costa, 2021. "A note to: A multiple-rule based constructive randomized search algorithm for solving assembly line worker assignment and balancing problem," Journal of Intelligent Manufacturing, Springer, vol. 32(8), pages 2121-2124, December.
    2. Pabolu, Venkata Krishna Rao & Shrivastava, Divya & Kulkarni, Makarand S., 2022. "Modelling and prediction of worker task performance using a knowledge-based system application," International Journal of Production Economics, Elsevier, vol. 254(C).

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