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Comparative analysis of mathematical formulations for the two-dimensional guillotine cutting problem

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Autor(es):
Becker, Henrique ; Martin, Mateus ; Araujo, Olinto ; Buriol, Luciana S. S. ; Morabito, Reinaldo
Número total de Autores: 5
Tipo de documento: Artigo Científico
Fonte: International Transactions in Operational Research; v. N/A, p. 26-pg., 2023-08-03.
Resumo

About 15 years ago, a paper proposed the first integer linear programming formulation for the constrained two-dimensional guillotine cutting problem (with unlimited cutting stages). Since then, eight other formulations followed, seven of them in the last four years. This spike of interest gave no opportunity for a comprehensive comparison between the formulations. We review each formulation and compare their empirical results over instance datasets of the literature. We adapt most formulations to allow for piece rotation. The possibility of adaptation was already predicted but not realized by the prior work. The results show the dominance of pseudo-polynomial formulations until the point instances become intractable by them, while more compact formulations keep achieving good primal solutions. Our study also reveals a mistake in the generation of the T instances, which should have the same optima with or without guillotine cuts. We also propose hybridising a recent formulation with a prior formulation for a restricted version of the problem. The hybridisations show a reduction of about 20% of the branch-and-bound time thanks to the symmetries broken by the hybridisation. (AU)

Processo FAPESP: 22/05803-3 - Problemas de corte, empacotamento, dimensionamento de lotes, programação da produção, roteamento e localização e suas integrações em contextos industriais e logísticos
Beneficiário:Reinaldo Morabito Neto
Modalidade de apoio: Auxílio à Pesquisa - Temático
Processo FAPESP: 16/01860-1 - Problemas de corte, empacotamento, dimensionamento de lotes, programação da produção, roteamento, localização e suas integrações em contextos industriais e logísticos
Beneficiário:Reinaldo Morabito Neto
Modalidade de apoio: Auxílio à Pesquisa - Temático