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Cuts and semidefinite liftings for the complex cut polytope

Authors :
Sinjorgo, Lennart
Sotirov, Renata
Anjos, Miguel F.
Publication Year :
2024

Abstract

We consider the complex cut polytope: the convex hull of Hermitian rank 1 matrices $xx^{\mathrm{H}}$, where the elements of $x \in \mathbb{C}^n$ are $m$th unit roots. These polytopes have applications in ${\text{MAX-3-CUT}}$, digital communication technology, angular synchronization and more generally, complex quadratic programming. For ${m=2}$, 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 $m>2$ and provide a framework to compare them. Further, we consider a second semidefinite lifting of the complex cut polytope for $m=\infty$. 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.<br />Comment: 29 pages (including references) + 6 pages appendix

Details

Database :
arXiv
Publication Type :
Report
Accession number :
edsarx.2402.04731
Document Type :
Working Paper