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. (C) 2013 Elsevier Ltd. All rights reserved.
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| Título según WOS: | A beam search approach to the container loading problem |
| Título de la Revista: | COMPUTERS & OPERATIONS RESEARCH |
| Volumen: | 43 |
| Editorial: | PERGAMON-ELSEVIER SCIENCE LTD |
| Fecha de publicación: | 2014 |
| Página de inicio: | 100 |
| Página final: | 107 |
| Idioma: | English |
| URL: | http://linkinghub.elsevier.com/retrieve/pii/S0305054813002530 |
| DOI: |
10.1016/j.cor.2013.09.003 |
| Notas: | ISI |