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: | Lorena Luiz Antonio Nogueira, Ribeiro Glaydston Mattos |
Keywords: | programming: mathematical, lagrange multipliers |
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.