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The relationship between nonnegative polynomials and sums of squares is one of the central questions in real algebraic geometry. A modern approach is to look at nonnegative polynomials and sums of squares on a real variety. We survey the…

代数几何 · 数学 2021-04-16 Grigoriy Blekherman , Rainer Sinn , Gregory G. Smith , Mauricio Velasco

We show that every real nonnegative polynomial $f$ can be approximated as closely as desired by a sequence of polynomials $\{f_\epsilon\}$ that are sums of squares. Each $f_\epsilon$ has a simple et explicit form in terms of $f$ and…

代数几何 · 数学 2007-05-23 Jean B. Lasserre

Let X be a real nondegenerate projective subvariety such that its set of real points is Zariski dense. We prove that every real quadratic form that is nonnegative on X is a sum of squares of linear forms if and only if X is a variety of…

代数几何 · 数学 2016-05-27 Grigoriy Blekherman , Gregory G. Smith , Mauricio Velasco

We present an example of a strictly positive polynomial with rational coefficients that can be decomposed as a sum of squares of polynomials over $\R$ but not over $\Q$. This answers an open question by C. Scheiderer posed as the second…

代数几何 · 数学 2023-12-29 Santiago Laplagne

We consider two seemingly unrelated questions: the relationship between nonnegative polynomials and sums of squares on real varieties, and sparse semidefinite programming. This connection is natural when a real variety $X$ is defined by a…

代数几何 · 数学 2021-06-15 Grigoriy Blekherman , Kevin Shu

Let X be a finite set of points in R^n. A polynomial p nonnegative on X can be written as a sum of squares of rational functions modulo the vanishing ideal I(X). From the point of view of applications, such as polynomial optimization, we…

代数几何 · 数学 2014-02-19 Grigoriy Blekherman , João Gouveia , James Pfeiffer

Hilbert's 17th problem asks that whether every nonnegative polynomial can be a sum of squares of rational functions. It has been answered affirmatively by Artin. However, the question as to whether a given nonnegative polynomial is a sum of…

微分几何 · 数学 2022-10-13 Jianquan Ge , Zizhou Tang

In polynomial optimization problems, nonnegativity constraints are typically handled using the sum of squares condition. This can be efficiently enforced using semidefinite programming formulations, or as more recently proposed by Papp and…

最优化与控制 · 数学 2022-06-14 Lea Kapelevich , Chris Coey , Juan Pablo Vielma

A celebrated result by Hilbert says that every real nonnegative ternary quartic is a sum of three squares. We show more generally that every nonnegative quadratic form on a real projective variety $X$ of minimal degree is a sum of…

代数几何 · 数学 2017-03-07 Grigoriy Blekherman , Daniel Plaumann , Rainer Sinn , Cynthia Vinzant

These lecture notes provide an informal introduction to the theory of nonnegative polynomials and sums of squares. We highlight the history and some recent developments, especially the new connections with classical (complex) algebraic…

代数几何 · 数学 2021-06-01 Grigoriy Blekherman , Jannik Wesner

In 2010, Marshall settled the strip conjecture, according to which every polynomial in $\mathbb{R}[x,y]$, nonnegative on the strip $[-1,1]\times\mathbb{R}$, is a sum of squares and of squares times $1-x^2$. We consider affine nonsingular…

代数几何 · 数学 2016-08-01 Claus Scheiderer , Sebastian Wenzel

We describe all special curves in the parameter space of complex cubic polynomials, that is all algebraic irreducible curves containing infinitely many post-critically finite polynomials. This solves in a strong form a conjecture by Baker…

动力系统 · 数学 2016-06-21 Charles Favre , Thomas Gauthier

We observe that the E-resultant of a very ample rank 2 vector bundle E on a real projective curve (with no real points) is nonnegative when restricted to the space of real sections. Moreover, we show that if E has a section vanishing at…

代数几何 · 数学 2014-02-26 Roger Bielawski

We present an algebraic characterization of perfect graphs, i.e., graphs for which the clique number and the chromatic number coincide for every induced subgraph. We show that a graph is perfect if and only if certain nonnegative…

最优化与控制 · 数学 2023-05-03 Amir Ali Ahmadi , Cemil Dibek

The problem of characterizing a real polynomial $f$ as a sum of squares of polynomials on a real algebraic variety $V$ dates back to the pioneering work of Hilbert in [Mathematische Annalen 32.3 (1888): 342-350]. In this paper, we…

代数几何 · 数学 2023-03-10 Ngoc Hoang Anh Mai , Victor Magron

Representations of nonnegative polynomials as sums of squares are central to real algebraic geometry and the subject of active research. The sum-of-squares representations of a given polynomial are parametrized by the convex body of…

代数几何 · 数学 2018-05-03 Lynn Chua , Daniel Plaumann , Rainer Sinn , Cynthia Vinzant

We study the problem of decomposing a non-negative polynomial as an exact sum of squares (SOS) in the case where the associated semidefinite program is feasible but not strictly feasible (for example if the polynomial has real zeros).…

代数几何 · 数学 2018-10-11 Santiago Laplagne

Given two positive definite forms f, g in R[x_0,...,x_n], we prove that fg^N is a sum of squares of forms for all sufficiently large N >= 0. We generalize this result to projective R-varieties X as follows. Suppose that X is reduced without…

代数几何 · 数学 2011-04-12 Claus Scheiderer

We investigate the representation of symmetric polynomials as a sum of squares. Since this task is solved using semidefinite programming tools we explore the geometric, algebraic, and computational implications of the presence of discrete…

交换代数 · 数学 2007-05-23 Karin Gatermann , Pablo A. Parrilo

We consider the problem of decomposing a regular non-negative function as a sum of squares of functions which preserve some form of regularity. In the same way as decomposing non-negative polynomials as sum of squares of polynomials allows…

最优化与控制 · 数学 2022-03-01 Ulysse Marteau-Ferey , Francis Bach , Alessandro Rudi
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