Optimal size of linear matrix inequalities in semidefinite approaches to polynomial optimization

G Averkov - SIAM Journal on Applied Algebra and Geometry, 2019 - SIAM
The abbreviations LMI and SOS stand for “linear matrix inequality" and “sum of squares,"
respectively. The cone n,2d of SOS polynomials in n variables of degree at most 2d is known …

Further -Complete Problems with PSD Matrix Factorizations

Y Shitov - Foundations of Computational Mathematics, 2024 - Springer
Let A be an m× n matrix with nonnegative real entries. The psd rank of A is the smallest k for
which there exist two families (P 1,…, P m) and (Q 1,…, Q n) of positive semidefinite …

Strengthening convex relaxations of 0/1-sets using Boolean formulas

S Fiorini, T Huynh, S Weltge - Mathematical programming, 2021 - Springer
In convex integer programming, various procedures have been developed to strengthen
convex relaxations of sets of integer points. On the one hand, there exist several general …

Lifting linear extension complexity bounds to the mixed-integer setting

A Cevallos, S Weltge, R Zenklusen - Proceedings of the Twenty-Ninth Annual …, 2018 - SIAM
Mixed-integer mathematical programs are among the most commonly used models for a
wide set of problems in Operations Research and related fields. However, there is still very …

On the extension complexity of polytopes separating subsets of the Boolean cube

P Hrubeš, N Talebanfard - Discrete & Computational Geometry, 2023 - Springer
We show that for every A⊆{0, 1} n, there exists a polytope P⊆ R n with P∩{0, 1} n= A and
extension complexity O (2 n/2), and that there exists an A⊆{0, 1} n such that the extension …

A variational principle for ground spaces

S Weis - Reports on Mathematical Physics, 2018 - Elsevier
The ground space of every element of a vector space of Hermitian matrices is an intersection
of maximal ground spaces of matrices from the same space. We characterize the ground …

On modelling hard combinatorial optimisation problems as linear programs: refutations of the'unconditional impossibility'claims

M Diaby, MH Karwan, L Sun - International Journal of …, 2021 - inderscienceonline.com
There has been a series of developments in the recent literature (by essentially a
same'circle'of authors) with the absolute/unconditioned (implicit or explicit) claim that there …

[PDF][PDF] The strength of pseudo-expectations

S Gruler - kops.uni-konstanz.de
In combinatorial optimization, many problems can be modeled by optimizing a linear
functional over a polyhedron, which is the feasible set of finitely many linear inequalities …

The strength of pseudo-expectations: a detailed analysis of the work of Lee, Raghavendra and Steurer on the psd rank of the family of correlation polytopes

S Gruler - 2018 - kops.uni-konstanz.de
In combinatorial optimization, many problems can be modeled by optimizing a linear
functional over a polytope. The standard tool to manage such a problem is the well-known …

A variation principle for ground spaces

S Weis - arXiv preprint arXiv:1704.07675, 2017 - arxiv.org
The ground spaces of a vector space of hermitian matrices, partially ordered by inclusion,
form a lattice constructible from top to bottom in terms of intersections of maximal ground …