A novel non-linear approach to minimal area rectangular packing

A novel non-linear approach to minimal area rectangular packing

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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: , , ,
Keywords: geometry, packing
Abstract:

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.

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