A parameterized linear formulation of the integer hull
Abstract
Let \(A \in \mathbb{Z}^{m \times n}\) be an integer matrix with entries bounded by \(\Delta\) in absolute value. Cook et al. (1986) have shown that there exists a universal matrix \(B \in \mathbb{Z}^{m' \times n}\) with the following property: For each \(b \in \mathbb{Z}^m\), there exists a \(t \in \mathbb{Z}^{m'}\) such that the integer hull of the polyhedron \(P = \{x \in \mathbb{R}^n : Ax \le b\}\) is described by \(P_I = \{x \in \mathbb{R}^n : Bx \le t\}\). Our main result is that \(t\) is an affine function of \(b\) as long as \(b\) is from a fixed equivalence class of the lattice \(D \cdot \mathbb{Z}^m\). Here \(D \in \mathbb{N}\) is a number that depends on \(n\) and \(\Delta\) only. Furthermore, \(D\) as well as the matrix \(B\) can be computed in time depending on \(n\) and \(\Delta\) only. An application of this result is the solution of an open problem posed by Cslovjecsek et al. (SODA 2024) concerning the complexity of 2-stage-stochastic integer programming problems. The main tool of our proof is the classical theory of Chvátal-Gomory cutting planes and the elementary closure of rational polyhedra.
Fields of Study & Subjects
Risk and Portfolio Optimization
Complexity and Algorithms in Graphs
Vehicle Routing Optimization Methods
Publication details
- Journal / source
- Society for Industrial and Applied Mathematics eBooks
- Publisher
- Society for Industrial and Applied Mathematics
- Pages
- 4560–4571
- Publication date
- 1 January 2026
- Language
- EN