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Cuts and semidefinite liftings for the complex cut polytope

  • Lennart Sinjorgo,
  • Renata Sotirov,
  • Miguel F. Anjos

摘要

We consider the complex cut polytope: the convex hull of Hermitian rank 1 matrices \(xx^\textrm{H}\) x x H , where the elements of \(x \in \mathbb {C}^n\) x C n are mth unit roots. These polytopes have applications in 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 \(m>2\) m > 2 and provide a framework to compare them. Further, we consider a second semidefinite lifting of the complex cut polytope for \(m=\infty \) m = . 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.