A tree search algorithm for the container loading problem
文献类型：期刊论文
| 作者 | Liu Sheng1 ; Tan Wei2; Xu Zhiyuan3; Liu Xiwei1
|
| 刊名 | COMPUTERS & INDUSTRIAL ENGINEERING
 |
| 出版日期 | 2014-09-01 |
| 卷号 | 75页码:20-30 |
| 关键词 | Packing Container loading Heuristic algorithm Tree search |
| 英文摘要 | This paper presents a binary tree search algorithm for the three dimensional container loading problem (3D-CLP). The 3D-CLP is about how to load a subset of a given set of rectangular boxes into a rectangular container, such that the packing volume is maximized. In this algorithm, all the boxes are grouped into strips and layers while three constraints, i.e., full support constraint, orientation constraint and guillotine cutting constraint are satisfied. A binary tree is created where each tree node denotes a container loading plan. For a non-root each node, the layer set of its left (or right) child is obtained by inserting a directed layer into its layer set. A directed layer is parallel (or perpendicular) to the left side of the container. Each leaf node denotes a complete container loading plan. The solution is the layer set whose total volume of the boxes is the greatest among all tree nodes. The proposed algorithm achieves good results for the well-known 3D-CLP instances suggested by Bischoff and Ratcliff with reasonable computing time. (C) 2014 Elsevier Ltd. All rights reserved. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Computer Science, Interdisciplinary Applications ; Engineering, Industrial |
| 研究领域[WOS] | Computer Science ; Engineering |
| 关键词[WOS] | BIN-PACKING PROBLEM ; 3-DIMENSIONAL PACKING ; HEURISTICS |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000341558800003 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3603]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 作者单位 | 1.Chinese Acad Sci, Inst Automat, State Key Lab Management & Control Complex Syst, Beijing 100190, Peoples R China 2.IBM Corp, TJ Watson Res Ctr, New York, NY USA 3.Transport Planning & Res Inst, Beijing, Peoples R China |
| 推荐引用方式 GB/T 7714 | Liu Sheng,Tan Wei,Xu Zhiyuan,et al. A tree search algorithm for the container loading problem[J]. COMPUTERS & INDUSTRIAL ENGINEERING,2014,75:20-30. |
| APA | Liu Sheng,Tan Wei,Xu Zhiyuan,&Liu Xiwei.(2014).A tree search algorithm for the container loading problem.COMPUTERS & INDUSTRIAL ENGINEERING,75,20-30. |
| MLA | Liu Sheng,et al."A tree search algorithm for the container loading problem".COMPUTERS & INDUSTRIAL ENGINEERING 75(2014):20-30. |
入库方式： OAI收割
来源：自动化研究所
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