An effective placement method for the single container loading problem
•The studied 3D container loading problem is formed as a mixed integer linear programming.•Due to the NP-hardness, we propose a simple but effective loading placement heuristic.•The experiments demonstrate that proposed heuristic outperforms reference methods.•The proposed heuristic is capable of so...
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Published in | Computers & industrial engineering Vol. 97; pp. 212 - 221 |
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Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
New York
Elsevier Ltd
01.07.2016
Pergamon Press Inc |
Subjects | |
Online Access | Get full text |
ISSN | 0360-8352 1879-0550 |
DOI | 10.1016/j.cie.2016.05.008 |
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Summary: | •The studied 3D container loading problem is formed as a mixed integer linear programming.•Due to the NP-hardness, we propose a simple but effective loading placement heuristic.•The experiments demonstrate that proposed heuristic outperforms reference methods.•The proposed heuristic is capable of solving large-scale instances efficiently.
This study investigates a three-dimensional single container loading problem, which aims to pack a given set of unequal-size rectangular boxes into a single container such that the length of the occupied space in the container is minimized. Motivated by the practical logistics instances in literature, the problem under study is formulated as a zero-one mixed integer linear programming model. Due to the NP-hardness of the studied problem, a simple but effective loading placement heuristic is proposed for solving large-size instances. The experimental results demonstrate that the developed heuristic is capable of solving the instances with more than two hundred boxes and more efficient than the state-of-the-art mixed integer linear program and existing heuristic methods. |
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Bibliography: | SourceType-Scholarly Journals-1 ObjectType-Feature-1 content type line 14 ObjectType-Article-1 ObjectType-Feature-2 content type line 23 |
ISSN: | 0360-8352 1879-0550 |
DOI: | 10.1016/j.cie.2016.05.008 |