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Crane scheduling problem with non-interference constraints in a steel coil distribution centre

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  • Gabriela N. Maschietto
  • Yassine Ouazene
  • Martín G. Ravetti
  • Maurício C. de Souza
  • Farouk Yalaoui

Abstract

This article deals with a parallel machine scheduling problem subject to non-interference constraints. This situation often appears at logistic centres, such as depots, warehouses and stockyards. The analyzed scenario is based on a real case at a distribution centre of steel coils, where two cranes using the same rail must load dispatching trucks. We analyze this case by modelling the situation through a parallel machine perspective and considering two mechanisms to deal with the machine interference, R2|intf|∑wjCj$ R2 | \ { intf} \ | \sum w_jC_{j} $. In the first approach, the machine interference is dealt by scheduling whole trucks. In the second one, we schedule the trucks and the coils within. The proposed mathematical models are able to solve small and medium instances, thus, we develop two genetic algorithms to solve real size instances, allowing the analysis of different storage policies. Results show that the genetic approach is able to find near-optimal solutions independently of the policy, with solutions gap ranging from 10 to 2.1%.

Suggested Citation

  • Gabriela N. Maschietto & Yassine Ouazene & Martín G. Ravetti & Maurício C. de Souza & Farouk Yalaoui, 2017. "Crane scheduling problem with non-interference constraints in a steel coil distribution centre," International Journal of Production Research, Taylor & Francis Journals, vol. 55(6), pages 1607-1622, March.
    • Handle: RePEc:taf:tprsxx:v:55:y:2017:i:6:p:1607-1622
    DOI: 10.1080/00207543.2016.1193249
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    References listed on IDEAS

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    1. Bierwirth, Christian & Meisel, Frank, 2010. "A survey of berth allocation and quay crane scheduling problems in container terminals," European Journal of Operational Research, Elsevier, vol. 202(3), pages 615-627, May.
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    5. Kim, Kap Hwan & Park, Young-Man, 2004. "A crane scheduling method for port container terminals," European Journal of Operational Research, Elsevier, vol. 156(3), pages 752-768, August.
    6. Xu Cheng & Lixin Tang & Panos Pardalos, 2015. "A Branch-and-Cut algorithm for factory crane scheduling problem," Journal of Global Optimization, Springer, vol. 63(4), pages 729-755, December.
    7. Lee, Der-Horng & Wang, Hui Qiu & Miao, Lixin, 2008. "Quay crane scheduling with non-interference constraints in port container terminals," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 44(1), pages 124-135, January.
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    1. Lanza, Giacomo & Passacantando, Mauro & Scutellà, Maria Grazia, 2022. "Assigning and sequencing storage locations under a two level storage policy: Optimization model and matheuristic approaches," Omega, Elsevier, vol. 108(C).

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