{0, ½}-Chvátal–Gomory cuts

{0, ½}-Chvátal–Gomory cuts

0.00 Avg rating0 Votes
Article ID: iaor1998393
Country: Netherlands
Volume: 74
Issue: 3
Start Page Number: 221
End Page Number: 235
Publication Date: Sep 1996
Journal: Mathematical Programming
Authors: ,
Keywords: cutting plane algorithms
Abstract:

Given the integer polyhedron PI ≔ conv{x ∈ ℤn: Ax ⩽ b}, where A ∈ ℤm×n and b ∈ ℤm, a Chvátal–Gomory (CG) cut is a valid inequality for PI of the type λTAx ⩽ ⌊λTb⌋ for some λ ∈ ℝm+ such that λTA ∈ ℤn. In this paper we study {0, ½}-CG cuts, arising for λ ∈ {0, ½}m. We show that the associated separation problem, {0, ½}-SEP, is equivalent to finding a minimum-weight member of a binary cluster. This implies that {0, ½}-SEP is NP-complete in the general case, but polynomially solvable when A is related to the edge-path incidence matrix of a tree. We show that {0, ½}-SEP can be solved in polynomial time for a convenient relaxation of the system Axb. This leads to an efficient separation algorithm for a subclass of {0, ½}-CG cuts, which often contains wide families of strong inequalities for PI. Applications to the clique partitioning, asymmetric traveling salesman, plant location, acyclic subgraph and linear ordering polytopes are briefly discussed.

Reviews

Required fields are marked *. Your email address will not be published.