Characterization of the Split Closure via Geometric Lifting
Abstract
We analyze split cuts from the perspective of cut generating functions via geometric lifting. We show that -cuts, a natural higher-dimensional generalization of the -cuts of Cornu\'{e}jols et al., gives all the split cuts for the mixed-integer corner relaxation. As an immediate consequence we obtain that the -cuts are equivalent to split cuts for the 1-row mixed-integer relaxation. Further, we show that split cuts for finite-dimensional corner relaxations are restrictions of split cuts for the infinite-dimensional relaxation. In a final application of this equivalence, we exhibit a family of pure-integer programs whose split closures have arbitrarily bad integrality gap. This complements the mixed-integer example provided by Basu et al [On the relative strength of split, triangle and quadrilateral cuts, Math. Program. 126(2):281--314, 2011].
Cite
@article{arxiv.1701.06679,
title = {Characterization of the Split Closure via Geometric Lifting},
author = {Amitabh Basu and Marco Molinaro},
journal= {arXiv preprint arXiv:1701.06679},
year = {2017}
}