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We consider the problem of minimal correction of the training set to make it consistent with monotonic constraints. This problem arises during analysis of data sets via techniques that require monotone data. We show that this problem is…

机器学习 · 计算机科学 2007-05-23 Rustem Takhanov

We focus on rational solutions or nearly-feasible rational solutions that serve as certificates of feasibility for polynomial optimization problems. We show that, under some separability conditions, certain cubic polynomially constrained…

最优化与控制 · 数学 2022-04-15 Daniel Bienstock , Alberto del Pia , Robert Hildebrand

It is conjectured since long that each smooth convex body $\mathbf{P}\subset \mathbb{R}^n$ has a point in its interior which belongs to at least $2n$ normals from different points on the boundary of $\mathbf{P}$. The conjecture is proven…

度量几何 · 数学 2025-09-11 Ivan Nasonov , Gaiane Panina

We introduce a powerful connection between Ehrhart theory and additive number theory, and use it to produce infinitely many new classes of inequalities between the coefficients of the $h^*$-polynomial of a lattice polytope. This greatly…

组合数学 · 数学 2021-10-05 Alan Stapledon

A lattice polytope translated by a rational vector is called an almost integral polytope. In this paper we investigate Ehrhart quasi-polynomials of almost integral polytopes. We study the relationship between the shape of the polytopes and…

组合数学 · 数学 2023-08-31 Christopher de Vries , Masahiko Yoshinaga

We address the problem of constructing elliptic polytopes in R^d, which are convex hulls of finitely many two-dimensional ellipses with a common center. Such sets arise in the study of spectral properties of matrices, asymptotics of long…

数值分析 · 数学 2021-07-07 Thomas Mejstrik , Vladimir Yu. Protasov

Let $D$ be the set of $n\times n$ positive semidefinite matrices of trace equal to one, also known as the set of density matrices. We prove two results on the hardness of approximating $D$ with polytopes. First, we show that if $0 <…

最优化与控制 · 数学 2022-06-14 Hamza Fawzi

Let $A$ be an $(m \times n)$ integral matrix, and let $P=\{ x : A x \leq b\}$ be an $n$-dimensional polytope. The width of $P$ is defined as $ w(P)=min\{ x\in \mathbb{Z}^n\setminus\{0\} :\: max_{x \in P} x^\top u - min_{x \in P} x^\top v…

计算几何 · 计算机科学 2022-11-30 Dmitry Gribanov , Sergey Veselov

With any integer convex polytope $P\subset\midR^n$ we associate a multivariate hypergeometric polynomial whose set of exponents is $\midZ^{n}\cap P.$ This polynomial is defined uniquely up to a constant multiple and satisfies a holonomic…

复变函数 · 数学 2016-12-05 D. V. Bogdanov , T. M. Sadykov

We present algorithms revealing new families of polynomials allowing sub-exponential detection of p-adic rational roots, relative to the sparse encoding. For instance, we show that the case of honest n-variate (n+1)-nomials is doable in NP…

We classify all the possible $delta$-vectors of d-dimensional integral convex polytopes whose volumes are less than or equal to 3/(d!).

组合数学 · 数学 2009-04-24 Takayuki Hibi , Akihiro Higashitani , Yuuki Nagazawa

For a convex lattice polytope $P\subset \mathbb R^d$ of dimension $d$ with vertices in $\mathbb Z^d$, denote by $L(P)$ its discrete volume which is defined as the number of integer points inside $P$. The classical result due to Ehrhart says…

度量几何 · 数学 2021-07-15 Mariia Dospolova

We prove the \textbf{NP}-hardness, using Karp reductions, of some problems related to the correlation polytope and its corresponding cone, spanned by all of the $n\times n$ rank-one matrices over $\{0,1\}$. The problems are: membership,…

最优化与控制 · 数学 2026-05-06 Alberto Caprara , Fabio Furini , Claudio Gentile , Leo Liberti , Andrea Lodi

Computing cohesive subgraphs is a central problem in graph theory. While many formulations of cohesive subgraphs lead to NP-hard problems, finding a densest subgraph can be done in polynomial time. As such, the densest subgraph model has…

数据结构与算法 · 计算机科学 2021-11-24 Riccardo Dondi , Danny Hermelin

The computational complexity of the partition, 0-1 subset sum, unbounded subset sum, 0-1 knapsack and unbounded knapsack problems and their multiple variants were studied in numerous papers in the past where all the weights and profits were…

离散数学 · 计算机科学 2018-02-27 Dominik Wojtczak

It is well known that solving a (non-convex) quadratic program is NP-hard. We show that the problem remains hard even if we are only looking for a Karush-Kuhn-Tucker (KKT) point, instead of a global optimum. Namely, we prove that computing…

计算复杂性 · 计算机科学 2025-07-30 John Fearnley , Paul W. Goldberg , Alexandros Hollender , Rahul Savani

The problem of maximizing the $p$-th power of a $p$-norm over a halfspace-presented polytope in $\R^d$ is a convex maximization problem which plays a fundamental role in computational convexity. It has been shown in 1986 that this problem…

计算复杂性 · 计算机科学 2013-07-25 Christian Knauer , Stefan König , Daniel Werner

The relaxation complexity $\mathrm{rc}(X)$ of the set of integer points $X$ contained in a polyhedron is the smallest number of facets of any polyhedron $P$ such that the integer points in $P$ coincide with $X$. It is a useful tool to…

最优化与控制 · 数学 2021-05-27 Gennadiy Averkov , Christopher Hojny , Matthias Schymura

In the MINIMUM CONVEX COVER (MCC) problem, we are given a simple polygon $\mathcal P$ and an integer $k$, and the question is if there exist $k$ convex polygons whose union is $\mathcal P$. It is known that MCC is $\mathsf{NP}$-hard…

计算几何 · 计算机科学 2021-06-07 Mikkel Abrahamsen

We consider the Minimum Convex Partition problem: Given a set P of n points in the plane, draw a plane graph G on P, with positive minimum degree, such that G partitions the convex hull of P into a minimum number of convex faces. We show…

计算几何 · 计算机科学 2021-12-22 Nicolas Grelier