A compromised large-scale neighborhood search heuristic for cargo loading planning

被引:0
|
作者
Li, Yanzhi [1 ]
Tao, Yi [2 ]
Wang, Fan [2 ]
机构
[1] City Univ Hong Kong, Dept Management Sci, Hong Kong, Hong Kong, Peoples R China
[2] Sun Yat Sen Univ, Dept Management Sci, Guangzhou 80424, Peoples R China
关键词
search; heuristic; cargo loading;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this work, we propose a compromised large-scale neighborhood, which is embedded in simulated annealing to solve a cargo loading planning problem arising in logistics industry. It is "compromised" because it makes a tradeoff between the extensive backward checking work incurred in traditional subset-disjoint restriction and the possible infeasibility resulting from the relaxing the restriction. Extensive experiments have shown the competitive advantages of the heuristic approach. The proposed neighborhood search method is generally applicable.
引用
收藏
页码:721 / +
页数:2
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