English

On disjunction convex hulls by lifting

Optimization and Control 2024-11-01 v2 Combinatorics

Abstract

We study the natural extended-variable formulation for the disjunction of n+1n+1 polytopes in Rd\mathbb{R}^d. We demonstrate that the convex hull DD in the natural extended-variable space Rd+n\mathbb{R}^{d+n} is given by full optimal big-M lifting (i) when d2d\leq 2 (and that it is not generally true for d3d\geq 3), and also (ii) under some technical conditions, when the polytopes have a common facet-describing constraint matrix, for arbitrary d1d\geq 1 and n1n\geq 1. We give a broad family of examples with d3d\geq 3 and n=1n=1, 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 DD, and we demonstrate that all facets of DD can be enumerated in polynomial time when dd 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

R2 v1 2026-06-28T17:48:53.684Z