Title
A beam search approach to the container loading problem
Abstract
The single container loading problem is a three-dimensional packing problem in which a container has to be filled with a set of boxes. The objective is to maximize the space utilization of the container. This problem has wide applications in the logistics industry. In this work, a new constructive approach to this problem is introduced. The approach uses a beam search strategy. This strategy can be viewed as a variant of the branch-and-bound search that only expands the most promising nodes at each level of the search tree. The approach is compared with state-of-the-art algorithms using 16 well-known sets of benchmark instances. Results show that the new approach outperforms all the others for each set of instances.
Year
DOI
Venue
2014
10.1016/j.cor.2013.09.003
Computers & OR
Keywords
DocType
Volume
benchmark instance,three-dimensional packing problem,search tree,logistics industry,new approach,well-known set,branch-and-bound search,single container loading problem,new constructive approach,beam search strategy,beam search approach
Journal
43,
ISSN
Citations 
PageRank 
0305-0548
11
0.51
References 
Authors
13
2
Name
Order
Citations
PageRank
Ignacio Araya110412.29
María Cristina Riff220023.91