A Set-Partitioning-based model for the Berth Allocation Problem under Time-Dependent Limitations

被引:49
|
作者
Lalla-Ruiz, Eduardo [1 ]
Exposito-Izquierdo, Christopher [1 ]
Melian-Batista, Belen [1 ]
Marcos Moreno-Vega, J. [1 ]
机构
[1] Univ La Laguna, Dept Comp & Syst Engn, San Cristobal la Laguna 38271, Santa Cruz De T, Spain
关键词
Berth Allocation Problem; Set Partitioning; Optimization model; Maritime container terminal; CONTAINER TERMINALS; OPERATIONS-RESEARCH; TABU SEARCH; ALGORITHM;
D O I
10.1016/j.ejor.2015.10.021
中图分类号
C93 [管理学];
学科分类号
12 ; 1201 ; 1202 ; 120202 ;
摘要
This paper addresses the Berth Allocation Problem under Time-Dependent Limitations. Its goals are to allocate and schedule the available berthing positions for the container vessels arriving toward a maritime container terminal under water depth and tidal constraints. As we discuss, the only optimization model found in the literature does not guarantee the feasibility of the solutions reported in all the cases and is limited to a two-period planning horizon, i.e., one low tide and one high tide period. In this work, we propose an alternative mathematical formulation based upon the Generalized Set Partitioning Problem, which considers a multi-period planning horizon and includes constraints related to berth and vessel time windows. The performance of our optimization model is compared with that of the mathematical model reported in the related literature. In this regard, the computational experiments indicate that our model outperforms the previous one from the literature in several terms: (i) it guarantees the feasibility and optimality of the solutions reported in all the cases, (ii) reduces the computational times about 88 percent on average in the problem instances from the literature, and (iii) presents reasonable computational times in new large problem instances. (C) 2015 Elsevier B.V. and Association of European Operational Research Societies (EURO) within the International Federation of Operational Research Societies (IFORS). All rights reserved.
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页码:1001 / 1012
页数:12
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