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Hyperbolicity cones are convex algebraic cones arising from hyperbolic polynomials. A well-understood subclass of hyperbolicity cones is that of spectrahedral cones and it is conjectured that every hyperbolicity cone is spectrahedral. In…

最优化与控制 · 数学 2012-08-03 Tim Netzer , Raman Sanyal

Hyperbolic polynomials have been of recent interest due to applications in a wide variety of fields. We seek to better understand these polynomials in the case when they are symmetric, i.e. invariant under all permutations of variables. We…

代数几何 · 数学 2023-08-21 Grigoriy Blekherman , Julia Lindberg , Kevin Shu

We prove, under a certain representation theoretic assumption, that the set of real symmetric matrices, whose eigenvalues satisfy a linear matrix inequality, is itself a spectrahedron. The main application is that derivative relaxations of…

代数几何 · 数学 2022-10-04 Mario Kummer

We consider the problem of realizing hyperbolicity cones as spectrahedra, i.e. as linear slices of cones of positive semidefinite matrices. The generalized Lax conjecture states that this is always possible. We use generalized Clifford…

代数几何 · 数学 2012-07-16 Tim Netzer , Andreas Thom

The generalized Lax conjecture asserts that each hyperbolicity cone is a linear slice of the cone of positive semidefinite matrices. We prove the conjecture for a multivariate generalization of the matching polynomial. This is further…

组合数学 · 数学 2016-11-21 Nima Amini

Hyperbolic polynomials elegantly encode a rich class of convex cones that includes polyhedral and spectrahedral cones. Hyperbolic polynomials are closed under taking polars and the corresponding cones, the derivative cones, yield…

最优化与控制 · 数学 2011-11-11 Raman Sanyal

A real univariate polynomial of degree $n$ is called hyperbolic if all of its $n$ roots are on the real line. Such polynomials appear quite naturally in different applications, for example, in combinatorics and optimization. The focus of…

代数几何 · 数学 2023-03-09 Cordian Riener , Robin Schabert

If $X$ is an $n\times n$ symmetric matrix, then the directional derivative of $X \mapsto \det(X)$ in the direction $I$ is the elementary symmetric polynomial of degree $n-1$ in the eigenvalues of $X$. This is a polynomial in the entries of…

最优化与控制 · 数学 2018-03-16 James Saunderson

We give explicit polynomial-sized (in $n$ and $k$) semidefinite representations of the hyperbolicity cones associated with the elementary symmetric polynomials of degree $k$ in $n$ variables. These convex cones form a family of…

最优化与控制 · 数学 2016-11-17 James Saunderson , Pablo A. Parrilo

The fundamental theorem of symmetric polynomials over rings is a classical result which states that every unital commutative ring is fully elementary, i.e. we can express symmetric polynomials with elementary ones in a unique way. The…

交换代数 · 数学 2026-03-03 Sara Kališnik , Davorin Lešnik

Spectrahedra are linear sections of the cone of positive semidefinite matrices that, as convex bodies, generalize the class of polyhedra. In this paper we investigate the problem of recognizing when a spectrahedron is polyhedral. We reprove…

最优化与控制 · 数学 2015-07-22 Avinash Bhardwaj , Philipp Rostalski , Raman Sanyal

The Generalized Lax Conjecture asks whether every hyperbolicity cone is a section of a semidefinite cone of sufficiently high dimension. We prove that the space of hyperbolicity cones of hyperbolic polynomials of degree $d$ in $n$ variables…

最优化与控制 · 数学 2018-01-15 Prasad Raghavendra , Nick Ryder , Nikhil Srivastava , Benjamin Weitz

Amenability is a notion of facial exposedness for convex cones that is stronger than being facially dual complete (or "nice") which is, in turn, stronger than merely being facially exposed. Hyperbolicity cones are a family of algebraically…

最优化与控制 · 数学 2023-10-20 Bruno F. Lourenço , Vera Roshchina , James Saunderson

We give an elementary proof for the fact that an irreducible hyperbolic polynomial has only one pair of hyperbolicity cones.

代数几何 · 数学 2018-04-20 Mario Kummer

This paper explores the geometric structure of the spectrahedral cone, called the symmetry adapted PSD cone, and the symmetry adapted Gram spectrahedron of a symmetric polynomial. In particular, we determine the dimension of the symmetry…

代数几何 · 数学 2020-04-29 Alexander Heaton , Serkan Hoşten , Isabelle Shankar

Hyperbolic polynomials are real polynomials whose real hypersurfaces are nested ovaloids, the inner most of which is convex. These polynomials appear in many areas of mathematics, including optimization, combinatorics and differential…

代数几何 · 数学 2016-08-16 Mario Kummer , Daniel Plaumann , Cynthia Vinzant

A "spectral convex set" is a collection of symmetric matrices whose range of eigenvalues form a symmetric convex set. Spectral convex sets generalize the Schur-Horn orbitopes studied by Sanyal-Sottile-Sturmfels (2011). We study this class…

度量几何 · 数学 2025-02-12 Raman Sanyal , James Saunderson

Netzer and Sanyal proved that every smooth hyperbolicity cone is a spectrahedral shadow. We generalize and sharpen this result at the same time, by showing that every Nash-smooth hyperbolicity cone is even second-order cone representable…

代数几何 · 数学 2025-10-07 Claus Scheiderer

The specialized V\'amos polynomial is a hyperbolic polynomial of degree four in four variables with the property that none of its powers admits a definite determinantal representation. We will use a heuristical method to prove that its…

代数几何 · 数学 2016-06-30 Mario Kummer

Spectrahedral shadows are projections of linear sections of the cone of positive semidefinite matrices. We characterize the polynomials that vanish on the boundaries of these convex sets when both the section and the projection are generic.

最优化与控制 · 数学 2015-04-28 Rainer Sinn , Bernd Sturmfels
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