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

Authors :
José Eduardo Pécora Junior
Angel Ruiz
Patrick Soriano
Source :
Journal of the Operational Research Society. 67:537-550
Publication Year :
2016
Publisher :
Informa UK Limited, 2016.

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.

Details

ISSN :
14769360 and 01605682
Volume :
67
Database :
OpenAIRE
Journal :
Journal of the Operational Research Society
Accession number :
edsair.doi...........d7619b1f52cd4e1bf82846d39842b2a9
Full Text :
https://doi.org/10.1057/jors.2015.76