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Integrated planning of berth allocation and vessel sequencing in a seaport with one-way navigation channel
- Source :
- Transportation Research Part B: Methodological. 143:23-47
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Many seaports worldwide are equipped with one-way navigation channel, in which only one direction is allowed to sail through at a time and vessels thus have to queue up to enter and leave the port alternately. This paper proposes a mixed-integer linear programming (MILP) model for integrated planning of berth allocation and vessel sequencing in such a one-way navigation channel seaport, aiming to minimize weighted dwelling time of all vessels. A tailored adaptive large neighborhood search algorithm is developed for solving the model within a reasonable time. To evaluate the solution quality, a lower bound of the solution of the problem is given by a column generation algorithm that solves a set-partitioning model adapted from the MILP model. Numerical experiments on Jingtang port of China show that (i) the integrated planning model can reduce 20.90%-29.21% of the weighted dwelling time of vessels compared to the current port scheduling schemes; and (ii) the proposed adaptive large neighborhood search algorithm outperforms the GUROBI solver and some existing methods, solving all problem instances within 3 minutes with a 4.83% average optimality gap. Some managerial insights are offered to guide the port operations in a one-way navigation channel seaport.
- Subjects :
- Integrated business planning
050210 logistics & transportation
Mathematical optimization
021103 operations research
Linear programming
Computer science
05 social sciences
0211 other engineering and technologies
Transportation
Column generation algorithm
02 engineering and technology
Management Science and Operations Research
Solver
Upper and lower bounds
Scheduling (computing)
0502 economics and business
Integer programming
Queue
Civil and Structural Engineering
Subjects
Details
- ISSN :
- 01912615
- Volume :
- 143
- Database :
- OpenAIRE
- Journal :
- Transportation Research Part B: Methodological
- Accession number :
- edsair.doi...........54a40bf78be91984825a34994e57fc60
- Full Text :
- https://doi.org/10.1016/j.trb.2020.10.010