Load scheduling for multiple quay cranes in port container terminals

被引:74
作者
Jung, Sung Ho [1 ]
Kim, Kap Hwan [1 ]
机构
[1] Pusan Natl Univ, Dept Ind Engn, Pusan 609735, South Korea
关键词
container terminals; load scheduling; genetic algorithm; simulated annealing;
D O I
10.1007/s10845-005-0020-y
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper proposes a method to schedule loading operations when multiple yard cranes are operating in the same block. The loading scheduling methods in this paper are based on a genetic algorithm and a simulated annealing method, which consider interferences between adjacent yard cranes. It attempts to minimize the make-span of the yard crane operation. We consider the container handling time, the yard crane travel time, and the waiting time of each yard crane, when evaluating the makespan of the loading operation by yard cranes. An encoding method considering the special properties of the optimal solution of the problem is suggested. Numerical experiment was conducted to compare performances of the algorithms suggested in this study.
引用
收藏
页码:479 / 492
页数:14
相关论文
共 13 条
[1]  
BELIECH DE, 1974, THESIS NAVAL POSTGRA
[2]  
CHO DW, 1982, THESIS OREGON STATE
[3]  
Cojeen H. P., 1976, SHIP OPERATION AUTOM, P415
[4]  
GIFFORD LA, 1981, THESIS OREGON STATE
[5]   A beam search algorithm for the load sequencing of outbound containers in port container terminals [J].
Kim, KH ;
Kang, JS ;
Ryu, KR .
OR SPECTRUM, 2004, 26 (01) :93-116
[6]   An optimal routing algorithm for a transfer crane in port container terminals [J].
Kim, KH ;
Kim, KY .
TRANSPORTATION SCIENCE, 1999, 33 (01) :17-33
[7]   Heuristic algorithms for routing yard-side equipment for minimizing loading times in container terminals [J].
Kim, KY ;
Kim, KH .
NAVAL RESEARCH LOGISTICS, 2003, 50 (05) :498-514
[8]  
Kozan E., 1999, International Transactions in Operational Research, V6, P311, DOI 10.1111/j.1475-3995.1999.tb00158.x
[9]   Rubber tired gantry crane deployment for container yard operation [J].
Linn, R ;
Liu, JY ;
Wan, YW ;
Zhang, CQ ;
Murty, KG .
COMPUTERS & INDUSTRIAL ENGINEERING, 2003, 45 (03) :429-442
[10]  
Linn RJ, 2003, IIE TRANS, V35, P161, DOI [10.1080/07408170304384, 10.1080/07408170390116742]