English

Cuts and semidefinite liftings for the complex cut polytope

Optimization and Control 2024-08-26 v3

Abstract

We consider the complex cut polytope: the convex hull of Hermitian rank 1 matrices xxHxx^{\mathrm{H}}, where the elements of xCnx \in \mathbb{C}^n are mmth unit roots. These polytopes have applications in MAX-3-CUT{\text{MAX-3-CUT}}, digital communication technology, angular synchronization and more generally, complex quadratic programming. For m=2{m=2}, the complex cut polytope corresponds to the well-known cut polytope. We generalize valid cuts for this polytope to cuts for any complex cut polytope with finite m>2m>2 and provide a framework to compare them. Further, we consider a second semidefinite lifting of the complex cut polytope for m=m=\infty. This lifting is proven to be equivalent to other complex Lasserre-type liftings of the same order proposed in the literature, while being of smaller size. Our theoretical findings are supported by numerical experiments on various optimization problems.

Keywords

Cite

@article{arxiv.2402.04731,
  title  = {Cuts and semidefinite liftings for the complex cut polytope},
  author = {Lennart Sinjorgo and Renata Sotirov and Miguel F. Anjos},
  journal= {arXiv preprint arXiv:2402.04731},
  year   = {2024}
}

Comments

29 pages (including references) + 6 pages appendix

R2 v1 2026-06-28T14:41:22.987Z