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.
Más información
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 |