Exact methods for the quay crane scheduling problem when tasks are modeled at the single container level

被引:28
|
作者
Msakni, Mohamed Kais [1 ]
Diabat, Ali [2 ,3 ]
Rabadi, Ghaith [4 ]
Al-Salem, Mohamed [1 ]
Kotachi, Mariam [4 ]
机构
[1] Qatar Univ, Dept Mech & Ind Engn, Doha, Qatar
[2] New York Univ Abu Dhabi, Div Engn, Abu Dhabi 129188, U Arab Emirates
[3] NYU, Tandon Sch Engn, Dept Civil & Urban Engn, Brooklyn, NY 11201 USA
[4] Old Dominion Univ, Dept Engn Management & Syst Engn, Norfolk, VA 23529 USA
关键词
Scheduling; Container terminals; Quay crane scheduling problem; Mixed-integer programming; GENETIC ALGORITHM APPROACH; NONINTERFERENCE CONSTRAINTS; TIME; ASSIGNMENT; STABILITY;
D O I
10.1016/j.cor.2018.07.005
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The scheduling of quay cranes (QCs) to minimize the handling time of a berthed vessel is one of the most important operations in container terminals as it impacts the terminal's overall productivity. In this paper, we propose two exact methods to solve the quay crane scheduling problem (QCSP) where a task is defined as handling a single container and subject to different technical constraints including QCs' safety margin, non-crossing, initial position, and nonzero traveling time. The first method is based on two versions of a compact mixed-integer programming formulation that can solve large problem instances using a general purpose solver. The second is a combination of some constraints of the proposed mathematical model and the binary search algorithm to reduce the CPU time, and solve more efficiently large-sized problems. Unlike existing studies, the computational study demonstrates that both methods can reach optimal solutions for large-sized instances and validates their dominance compared to an exact model proposed in the literature which finds solutions only for small problems. (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:218 / 233
页数:16
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