TY - JOUR
T1 - Cuts and semidefinite liftings for the complex cut polytope
AU - Sinjorgo, Lennart
AU - Sotirov, Renata
AU - Anjos, M.F.
N1 - Publisher Copyright:
© The Author(s) 2024.
PY - 2024/10
Y1 - 2024/10
N2 - We consider the complex cut polytope: the convex hull of Hermitian rank 1 matrices xx
H, where the elements of 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, 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=∞. 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.
AB - We consider the complex cut polytope: the convex hull of Hermitian rank 1 matrices xx
H, where the elements of 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, 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=∞. 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.
KW - Complex semidefinite programming
KW - Complex cut polytope
KW - Polyhedral combinatorics
KW - MIMO
KW - Angular synchronization
U2 - 10.1007/s10107-024-02147-3
DO - 10.1007/s10107-024-02147-3
M3 - Article
SN - 0025-5610
JO - Mathematical Programming
JF - Mathematical Programming
ER -