The stable set problem and the lift-and-project ranks of graphs

The stable set problem and the lift-and-project ranks of graphs

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Article ID: iaor20051109
Country: Germany
Volume: 98
Issue: 1/3
Start Page Number: 319
End Page Number: 353
Publication Date: Jan 2003
Journal: Mathematical Programming
Authors: ,
Abstract:

We study the lift-and-project procedures for solving combinatorial optimization problems, as described by Lovász and Schrijver, in the context of the stable set problem on graphs. We investigate how the procedures' performances change as we apply fundamental graph operations. We show that the odd subdivision of an edge and the subdivision of a star operations (as well as their common generalization, the stretching of a vertex operation) cannot decrease the N0-, N-, or N+-rank of the graph. We also provide graph classes (which contain the complete graphs) where these operations do not increase the N0- or the N-rank. Hence we obtain the ranks for these graphs, and we also present some graph-minor like characterizations for them. Despite these properties we give examples showing that in general most of these operations can increase these ranks. Finally, we provide improved bounds for N+-ranks of graphs in terms of the number of nodes in the graph and prove that the subdivision of an edge or cloning a vertex can increase the N+-rank of a graph.

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