Article ID: | iaor20106148 |
Volume: | 179 |
Issue: | 1 |
Start Page Number: | 243 |
End Page Number: | 260 |
Publication Date: | Sep 2010 |
Journal: | Annals of Operations Research |
Authors: | Maag Volker, Berger Martin, Winterfeld Anton, Kfer Karl-Heinz |
Keywords: | geometry, packing |
This paper discusses the minimal area rectangular packing problem which is to pack a given set of rectangles into a rectangular container of minimal area such that no two rectangles overlap. Current approaches for this problem rely on metaheuristics like simulated annealing, on constraint programming or on non-linear models. Difficulties arise from the non-convexity and the combinatorial complexity. We investigate different mathematical programming approaches for this and introduce a novel approach based on non-linear optimization and the ‘tunneling effect’ achieved by a relaxation of the non-overlapping constraints. We compare our optimization algorithm to a simulated annealing and a constraint programming approach and show that our approach is competitive. Additionally, since it is easy to extend, it is also applicable to a variety of related problems.