On disjunction convex hulls by lifting
Abstract
We study the natural extended-variable formulation for the disjunction of polytopes in . We demonstrate that the convex hull in the natural extended-variable space is given by full optimal big-M lifting (i) when (and that it is not generally true for ), and also (ii) under some technical conditions, when the polytopes have a common facet-describing constraint matrix, for arbitrary and . We give a broad family of examples with and , where the convex hull is not described after employing all full optimal big-M lifting inequalities, but it is described after one round of MIR inequalities. Additionally, we give some general results on the polyhedral structure of , and we demonstrate that all facets of can be enumerated in polynomial time when is fixed.
Keywords
Cite
@article{arxiv.2407.15244,
title = {On disjunction convex hulls by lifting},
author = {Yushan Qu and Jon Lee},
journal= {arXiv preprint arXiv:2407.15244},
year = {2024}
}
Comments
Short preliminary version appeared in ISCO 2024