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A hybrid collaborative algorithm to solve an integrated wood transportation and paper pulp production problem

Author

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  • Jose Eduardo Pecora

    (Universidade Federal do Paraná, Brazil
    Interuniversity Research Center on Enterprise Networks, Logistics and Transportation (CIRRELT))

  • Angel Ruiz

    (Université Laval, Canada
    Interuniversity Research Center on Enterprise Networks, Logistics and Transportation (CIRRELT))

  • Patrick Soriano

    (HÉC Montreal, Canada
    Interuniversity Research Center on Enterprise Networks, Logistics and Transportation (CIRRELT))

Abstract

This paper proposes a hybrid algorithm to tackle a real-world problem arising in the context of pulp and paper production. This situation is modelled as a production problem where one has to decide which wood will be used by each available processing unit (wood cooker) in order to minimize the variance of wood densities within each cooker for each period of the planning horizon. The proposed hybrid algorithm is built around two distinct phases. The first phase uses two interacting heuristic methods to identify a promising reduced search space, which is then thoroughly explored in the second phase. This hybrid algorithm produces high-quality solutions in reasonable computation times, especially for the largest test instances. Extensive computational experiments demonstrated the robustness and efficiency of the method.

Suggested Citation

  • Jose Eduardo Pecora & Angel Ruiz & Patrick Soriano, 2016. "A hybrid collaborative algorithm to solve an integrated wood transportation and paper pulp production problem," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 67(4), pages 537-550, April.
  • Handle: RePEc:pal:jorsoc:v:67:y:2016:i:4:p:537-550
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    Cited by:

    1. Sfeir, Tamires de Almeida & Pécora, José Eduardo & Ruiz, Angel & LeBel, Luc, 2021. "Integrating natural wood drying and seasonal trucks’ workload restrictions into forestry transportation planning," Omega, Elsevier, vol. 98(C).

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