Mathematical models for the berth allocation problem in dry bulk terminals

被引:38
作者
Ernst, Andreas T. [1 ]
Oguz, Ceyda [3 ]
Singh, Gaurav [2 ]
Taherkhani, Gita [3 ]
机构
[1] Monash Univ, Sch Math Sci, Melbourne, Vic, Australia
[2] BHP Billiton, Global Technol, Perth, WA 6000, Australia
[3] Koc Univ, Dept Ind Engn, Istanbul, Turkey
关键词
Berth allocation; Bulk material; Mixed integer linear programming; Valid inequalities;
D O I
10.1007/s10951-017-0510-8
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
Port terminals processing large cargo vessels play an important role in bulk material supply chains. This paper addresses the question of how to allocate vessels to a location on a berth and the sequence in which the vessels should be processed in order to minimize delays. An important consideration in the berth allocation is the presence of tidal constraints that limit the departure of fully loaded vessels from the terminal. We show how the berth allocation problem can be modeled as an integer program and discuss a number of ways to tighten the formulation in order to make it computationally tractable. In addition, a two-phase method is developed for solving these problems. Empirical computational results demonstrate an order of magnitude improvement in performance. The two new approaches can solve significantly larger instances, producing faster solutions for small instances and much tighter bounds for large instances.
引用
收藏
页码:459 / 473
页数:15
相关论文
共 20 条
[1]   Off-line scheduling with forbidden zones [J].
Abdekhodaee, Amir ;
Wirth, Andrew .
COMPUTERS & OPERATIONS RESEARCH, 2013, 40 (04) :1034-1037
[2]   An exact strip packing algorithm based on canonical forms [J].
Arahori, Yohei ;
Imamichi, Takashi ;
Nagamochi, Hiroshi .
COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (12) :2991-3011
[3]   Model and heuristic for berth allocation in tidal bulk ports with stock level constraints [J].
Barros, Victor Hugo ;
Costa, Tarcisio Souza ;
Oliveira, Alexandre C. M. ;
Lorena, Luiz A. N. .
COMPUTERS & INDUSTRIAL ENGINEERING, 2011, 60 (04) :606-613
[4]   Scheduling inspired models for two-dimensional packing problems [J].
Castro, Pedro M. ;
Oliveira, Jose F. .
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH, 2011, 215 (01) :45-56
[5]   Models and tabu search heuristics for the Berth-allocation problem [J].
Cordeau, JF ;
Laporte, G ;
Legato, P ;
Moccia, L .
TRANSPORTATION SCIENCE, 2005, 39 (04) :526-538
[6]   Modeling the Impacts of Tides and the Virtual Arrival Policy in Berth Allocation [J].
Du, Yuquan ;
Chen, Qiushuang ;
Lam, Jasmine Siu Lee ;
Xu, Ya ;
Cao, Jin Xin .
TRANSPORTATION SCIENCE, 2015, 49 (04) :939-956
[7]   The berth allocation problem: models and solution methods [J].
Guan, YP ;
Cheung, RK .
OR SPECTRUM, 2004, 26 (01) :75-92
[8]   A multiprocessor task scheduling model for berth allocation: heuristic and worst-case analysis [J].
Guan, YP ;
Xiao, WQ ;
Cheung, RK ;
Li, CL .
OPERATIONS RESEARCH LETTERS, 2002, 30 (05) :343-350
[9]   Enhanced energetic reasoning-based lower bounds for the resource constrained project scheduling problem [J].
Haouari, Mohamed ;
Kooli, Anis ;
Neron, Emmanuel .
COMPUTERS & OPERATIONS RESEARCH, 2012, 39 (05) :1187-1194
[10]   Berth allocation in a container port: using a continuous location space approach [J].
Imai, A ;
Sun, X ;
Nishimura, E ;
Papadimitriou, S .
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL, 2005, 39 (03) :199-221