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A hybrid collaborative algorithm to solve an integrated wood transportation and paper pulp production problem
- 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.
- Subjects :
- Marketing
Mathematical optimization
021103 operations research
Linear programming
Computer science
Heuristic
Strategy and Management
Computation
Pulp (paper)
0211 other engineering and technologies
Time horizon
02 engineering and technology
Management Science and Operations Research
engineering.material
Hybrid algorithm
Management Information Systems
Robustness (computer science)
0202 electrical engineering, electronic engineering, information engineering
engineering
020201 artificial intelligence & image processing
Heuristics
Subjects
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