Lagrangean relaxation with clusters and column generation for the manufacturer's pallet loading problem

Lagrangean relaxation with clusters and column generation for the manufacturer's pallet loading problem

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Article ID: iaor20083124
Country: United Kingdom
Volume: 34
Issue: 9
Start Page Number: 2695
End Page Number: 2708
Publication Date: Sep 2007
Journal: Computers and Operations Research
Authors: ,
Keywords: programming: mathematical, lagrange multipliers
Abstract:

We consider in this paper a new Lagrangean relaxation with clusters for the Manufacturer's Pallet Loading Problem (MPLP). The relaxation is based on the MPLP formulated as a Maximum Independent Set Problem (MISP) and represented in a conflict graph that can be partitioned in clusters. The edges inter clusters are relaxed in a Lagrangean fashion. Computational tests attain the optimality for some instances considered difficult for a Lagrangean relaxation. Our results show that this relaxation can be a successful approach for hard combinatorial problems modeled in conflict graphs. Moreover, we propose a column generation approach for the MPLP derived from the idea behind the Lagrangean relaxation proposed.

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