4.6 Article

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

Journal

ANNALS OF OPERATIONS RESEARCH
Volume 206, Issue 1, Pages 241-264

Publisher

SPRINGER
DOI: 10.1007/s10479-013-1341-4

Keywords

2D bin packing problem; Irregular packing; Heuristics; Djang and Finch heuristic

Funding

  1. Instituto Tecnologico y de Estudios Superiores de Monterrey (ITESM) [CAT-144]
  2. Consejo Nacional de Ciencia y Tecnologia (CONACYT) [99695]
  3. British Engineering and Physical Sciences Research Council (EPSRC) [EP/D061571/1]
  4. EPSRC [EP/D061571/1] Funding Source: UKRI
  5. Engineering and Physical Sciences Research Council [EP/D061571/1] Funding Source: researchfish

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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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