Abstract
We introduce the integrality number of an integer program (IP). Roughly speaking, the integrality number is the smallest number of integer constraints needed to solve an IP via a mixed integer (MIP) relaxation. One notable property of this number is its invariance under unimodular transformations of the constraint matrix. Considering the largest minor Δ of the constraint matrix, our analysis allows us to make statements of the following form: there exists a number τ(Δ) such that an IP with n many variables and n+n/τ(Δ) many inequality constraints can be solved via a MIP relaxation with fewer than n integer constraints. From our results it follows that IPs defined by only n constraints can be solved via a MIP relaxation with O(Δ) many integer constraints.
| Original language | English |
|---|---|
| Pages (from-to) | 271-291 |
| Number of pages | 21 |
| Journal | Mathematical Programming |
| Volume | 192 |
| Issue number | 1-2 |
| DOIs | |
| State | Published - Mar 2022 |
| Externally published | Yes |