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A branch-and-cut algorithm for the truck dock assignment problem with operational time constraints
- Source :
- European Journal of Operational Research, European Journal of Operational Research, Elsevier, 2016, 249 (3), pp.1144-1152. ⟨10.1016/j.ejor.2015.09.049⟩, HAL, European Journal of Operational Research, Elsevier, 2016, European Journal of Operational Research, 2016, 249 (3), pp.1144-1152. ⟨10.1016/j.ejor.2015.09.049⟩
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- International audience; In this paper, we address a truck dock assignment problem with operational time constraint which has to be faced in the management of cross docks. More specifically, this problem is the subproblem of more involved problems with additional constraints and criteria. We propose a new integer programming model for this problem. The dimension of the polytope associated with the proposed model is identified by introducing a systematic way of generating linearly independent feasible solutions. Several classes of valid inequalities are also introduced. Some of them are proved to be facet-defining. Then, exact separation algorithms are described for separating cuts for classes with exponential number of constraints, and an efficient branch-and-cut algorithm solving real-life size instances in a reasonable time is provided. In most cases, the optimal solution is identified at the root node without requiring any branching.
- Subjects :
- Mathematical optimization
Programmation
Information Systems and Management
analyse des contraintes
General Computer Science
Dimension (graph theory)
0211 other engineering and technologies
Polytope
02 engineering and technology
Management Science and Operations Research
valid inequalities
Industrial and Manufacturing Engineering
quai
dimension
DOCK
0202 electrical engineering, electronic engineering, information engineering
Time constraint
[INFO]Computer Science [cs]
Mathematics
021103 operations research
Truck dock assignment
[INFO.INFO-RO]Computer Science [cs]/Operations Research [cs.RO]
Modeling and Simulation
facet-defining inequalities
polytope
020201 artificial intelligence & image processing
Node (circuits)
Linear independence
[MATH.MATH-OC]Mathematics [math]/Optimization and Control [math.OC]
Algorithm
Assignment problem
Branch and cut
algorithme
Subjects
Details
- Language :
- English
- ISSN :
- 03772217 and 18726860
- Database :
- OpenAIRE
- Journal :
- European Journal of Operational Research, European Journal of Operational Research, Elsevier, 2016, 249 (3), pp.1144-1152. ⟨10.1016/j.ejor.2015.09.049⟩, HAL, European Journal of Operational Research, Elsevier, 2016, European Journal of Operational Research, 2016, 249 (3), pp.1144-1152. ⟨10.1016/j.ejor.2015.09.049⟩
- Accession number :
- edsair.doi.dedup.....8546c720a24fbfa307394ca4c56abf2c
- Full Text :
- https://doi.org/10.1016/j.ejor.2015.09.049⟩