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A least flexibility first heuristic to coordinate setups in a two- or three-stage supply chain

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  • Liao, Ching-Jong
  • Shyu, Cian-Ci
  • Tseng, Chao-Tang

Abstract

This paper is concerned with coordination aspects of supply chain management and, in particular, investigates setup coordination between two and three stages of a supply chain. The problem arises from a real application in the production chain of a kitchen furniture plant. In different stages of the plant, items are grouped according to different attributes. A setup is required in a stage when the new batch has a different level of attribute from the previous one. Two objectives are considered, i.e., minimizing the total number of setups and minimizing the maximum number of setups of the stages. The problem is to determine a sequence of batches in search for Pareto-optimal solutions with respect to the two objectives. Several metaheuristics, including genetic algorithm, simulated annealing, and iterated local search (ILS) have been proposed for the two-stage problem. In this paper, we develop a constructive heuristic, which combines a least flexibility first principle and a greedy search, for the two- and three-stage problems. Computational results show that the proposed heuristic performs significantly better than the genetic algorithm and simulated annealing. Although the proposed heuristic is inferior to the ILS, which employs two constructive initial solution heuristic, for the two-stage problem, it can be easily extended to the three-stage problem.

Suggested Citation

  • Liao, Ching-Jong & Shyu, Cian-Ci & Tseng, Chao-Tang, 2009. "A least flexibility first heuristic to coordinate setups in a two- or three-stage supply chain," International Journal of Production Economics, Elsevier, vol. 117(1), pages 127-135, January.
  • Handle: RePEc:eee:proeco:v:117:y:2009:i:1:p:127-135
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    References listed on IDEAS

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    1. Carlo Meloni & David Naso & Biagio Turchiano, 2006. "Setup coordination between two stages of a production system: A multi-objective evolutionary approach," Annals of Operations Research, Springer, vol. 147(1), pages 175-198, October.
    2. Christopher S. Tang & Eric V. Denardo, 1988. "Models Arising from a Flexible Manufacturing Machine, Part I: Minimization of the Number of Tool Switches," Operations Research, INFORMS, vol. 36(5), pages 767-777, October.
    3. A. Agnetis & P. Detti & C. Meloni & D. Pacciarelli, 2001. "Set-Up Coordination between Two Stages of a Supply Chain," Annals of Operations Research, Springer, vol. 107(1), pages 15-32, October.
    4. Farahani, Reza Zanjirani & Elahipanah, Mahsa, 2008. "A genetic algorithm to optimize the total cost and service level for just-in-time distribution in a supply chain," International Journal of Production Economics, Elsevier, vol. 111(2), pages 229-243, February.
    5. Ciavotta, Michele & Detti, Paolo & Meloni, Carlo & Pranzo, Marco, 2008. "A bi-objective coordination setup problem in a two-stage production system," European Journal of Operational Research, Elsevier, vol. 189(3), pages 734-745, September.
    6. Paolo Detti & Carlo Meloni & Marco Pranzo, 2007. "Local search algorithms for finding the Hamiltonian completion number of line graphs," Annals of Operations Research, Springer, vol. 156(1), pages 5-24, December.
    7. Nicholas G. Hall & Chris N. Potts, 2003. "Supply chain scheduling: Batching and delivery," Operations Research, INFORMS, vol. 51(4), pages 566-584, August.
    8. Al-Haboubi, Mohamad H. & Selim, Shokri Z., 1993. "A sequencing problem in the weaving industry," European Journal of Operational Research, Elsevier, vol. 66(1), pages 65-71, April.
    9. Haral, Uday & Chen, Rew-Win & Ferrell, William Jr & Kurz, Mary Beth, 2007. "Multiobjective single machine scheduling with nontraditional requirements," International Journal of Production Economics, Elsevier, vol. 106(2), pages 574-584, April.
    10. Arshinder & Kanda, Arun & Deshmukh, S.G., 2008. "Supply chain coordination: Perspectives, empirical studies and research directions," International Journal of Production Economics, Elsevier, vol. 115(2), pages 316-335, October.
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    Cited by:

    1. Lee, Cheng-Hsiung & Liao, Ching-Jong & Chung, Tsui-Ping, 2014. "Scheduling with multi-attribute setup times on two identical parallel machines," International Journal of Production Economics, Elsevier, vol. 153(C), pages 130-138.

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