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New and improved level heuristics for the rectangular strip packing and variable-sized bin packing problems

Authors :
Nthabiseng Ntene
Jan H. van Vuuren
Frank G. Ortmann
Source :
European Journal of Operational Research. 203:306-315
Publication Year :
2010
Publisher :
Elsevier BV, 2010.

Abstract

We consider two types of orthogonal, oriented, rectangular, two-dimensional packing problems. The first is the strip packing problem, for which four new and improved level-packing algorithms are presented. Two of these algorithms guarantee a packing that may be disentangled by guillotine cuts. These are combined with a two-stage heuristic designed to find a solution to the variable-sized bin packing problem, where the aim is to pack all items into bins so as to minimise the packing area. This heuristic packs the levels of a solution to the strip packing problem into large bins and then attempts to repack the items in those bins into smaller bins in order to reduce wasted space. The results of the algorithms are compared to those of seven level-packing heuristics from the literature by means of a large number of strip-packing benchmark instances. It is found that the new algorithms are an improvement over known level-packing heuristics for the strip packing problem. The advancements made by the new and improved algorithms are limited in terms of utilised space when applied to the variable-sized bin packing problem. However, they do provide results faster than many existing algorithms.

Details

ISSN :
03772217
Volume :
203
Database :
OpenAIRE
Journal :
European Journal of Operational Research
Accession number :
edsair.doi...........0bda8d03b297e35ab54794e5421e300f
Full Text :
https://doi.org/10.1016/j.ejor.2009.07.024