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New and improved level heuristics for the rectangular strip packing and variable-sized bin packing problems
- 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.
- Subjects :
- Mathematical optimization
Information Systems and Management
General Computer Science
Heuristic (computer science)
Bin packing problem
Management Science and Operations Research
Computational geometry
Industrial and Manufacturing Engineering
Packing problems
Set packing
Cutting stock problem
Modeling and Simulation
Combinatorial optimization
Heuristics
Mathematics
Subjects
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