An effective heuristic for the two‐dimensional irregular bin packing problem

An effective heuristic for the two‐dimensional irregular bin packing problem

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Article ID: iaor20133943
Volume: 206
Issue: 1
Start Page Number: 241
End Page Number: 264
Publication Date: Jul 2013
Journal: Annals of Operations Research
Authors: , , ,
Keywords: heuristics
Abstract:

This paper proposes an adaptation, to the two‐dimensional irregular bin packing problem of the Djang and Finch heuristic (DJD), originally designed for the one‐dimensional bin packing problem. In the two‐dimensional case, not only is it the case that the piece’s size is important but its shape also has a significant influence. Therefore, DJD as a selection heuristic has to be paired with a placement heuristic to completely construct a solution to the underlying packing problem. A successful adaptation of the DJD requires a routine to reduce computational costs, which is also proposed and successfully tested in this paper. Results, on a wide variety of instance types with convex polygons, are found to be significantly better than those produced by more conventional selection heuristics.

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