Article (Scientific journals)
A tailored two-phase constructive heuristic for the three-dimensional Multiple Bin Size Bin Packing Problem with transportation constraints
Paquay, Célia; Limbourg, Sabine; Schyns, Michael
2018In European Journal of Operational Research, 267 (1), p. 52-64
Peer Reviewed verified by ORBi
 

Files


Full Text
tailoredTwoPhaseHeuristicMBSBPP.pdf
Author preprint (563.21 kB)
Download

All documents in ORBi are protected by a user license.

Send to



Details



Keywords :
Packing; Heuristics; Air transportation; Extreme Points
Abstract :
[en] This paper considers the three-dimensional Multiple Bin Size Bin Packing Problem which consists in packing a set of cuboid boxes into containers of various shapes with minimising unused space. The problem is extended to air cargo where bins are Unit Load Devices, especially designed for fitting in aircraft. We developed a fast constructive heuristic able to manage the different constraints met in transportation. The heuristic is split into two distinct phases. The first phase deals with the packing of boxes into identical bins using an extension of the Extreme Points. During this phase, the fragility, stability and orientations of the boxes are taken into account as well as the special shape of the bins and their weight capacity. The second phase takes into account the multiple types of available bins. If necessary, the best found loading pattern is finally enhanced with respect to weight distribution in a post processing. After parametrisation, computational experiments have been performed on data sets especially designed for this application. The heuristic requires really short computational times to achieve promising results.
Disciplines :
Quantitative methods in economics & management
Author, co-author :
Paquay, Célia  ;  Université de Liège > HEC Liège : UER > UER Opérations : Logistique
Limbourg, Sabine  ;  Université de Liège > HEC Liège : UER > UER Opérations : Logistique
Schyns, Michael ;  Université de Liège > HEC Liège : UER > UER Opérations : Informatique de gestion
Language :
English
Title :
A tailored two-phase constructive heuristic for the three-dimensional Multiple Bin Size Bin Packing Problem with transportation constraints
Publication date :
16 May 2018
Journal title :
European Journal of Operational Research
ISSN :
0377-2217
eISSN :
1872-6860
Publisher :
Elsevier Science, Amsterdam, Netherlands
Volume :
267
Issue :
1
Pages :
52-64
Peer reviewed :
Peer Reviewed verified by ORBi
Available on ORBi :
since 02 March 2017

Statistics


Number of views
251 (26 by ULiège)
Number of downloads
412 (7 by ULiège)

Scopus citations®
 
37
Scopus citations®
without self-citations
37
OpenCitations
 
25

Bibliography


Similar publications



Contact ORBi