Yard Crane Dispatching to Minimize Total Weighted Vessel Turnaround Times in Container Terminals

被引:0
|
作者
Huang, Shell Ying [1 ]
Li, Ya [1 ]
机构
[1] Nanyang Technol Univ, Sch Comp Engn, Singapore 639798, Singapore
来源
关键词
Yard crane scheduling and dispatching; Optimization; Container terminal; LOADING OUTBOUND CONTAINERS; OPERATIONS; ALGORITHMS; OPTIMIZATION; SYSTEMS;
D O I
10.1007/978-3-319-24264-4_19
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In traditional approaches, the objective of yard crane (YC) dispatching is usually to minimize makespan of YC operations or to minimize vehicle waiting time. However, one of the most important objectives of terminal operation management is to minimize total weighted vessel turnaround time. We prove that minimizing the maximum tardiness of vehicle jobs from one vessel will minimize the vessel's turnaround time. Therefore minimizing the total weighted maximum tardiness of all YCs' jobs will minimize the total weighted vessel turnaround time. We propose algorithm MTWMT to minimize total weighted maximum job tardiness. We compare the performance of our algorithm with the optimal algorithms RBA* and MMS-RBA* from earlier studies. RBA* minimizes total vehicle waiting time while MMS-RBA* minimizes makespan. Experimental results confirm that MTWMT is most effective in reducing total weighted vessel turnaround time.
引用
收藏
页码:267 / 280
页数:14
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