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arXiv 1612.03435math.CO
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关于凸集族的深度

Depth with respect to a family of convex sets

Leonardo Martínez-Sandoval, Roee Tamam

摘要:

本文提出了关于$\mathbb{R}^d$中凸集的有限族$\mathcal{F}$的深度的概念,我们称之为$\text{dep}_\mathcal{F}$。我们开始表明,$\text{dep}_\mathcal{F}$满足一些预期的深度测量的属性,这个定义是密切相关的J. Tukey提出的深度的概念。我们表明,Tukey深度的一些性质扩展到$\text{dep}_\mathcal{F}$,我们指出了一些关键的区别。然后,我们重点关注以下中心点类型的问题:在家族$\mathcal{F}$是$k$ -相交的假设下,我们可以保证的最佳深度$α_{d,k}$是多少?我们展示了这个问题和一个纯粹的组合问题之间的一个关键连接击中集。这种关系在两个方向上都是有用的。一方面,对于接近$d$的$k$的值,组合解释给出了$k$的良好界限。另一方面,对于低值的$k$,我们可以使用经典的Rado的中心点定理,得到独立的利益的组合结果。对于$k$的中间值,我们提出了一个概率框架,以提高界限,并说明其使用的情况下$k\approx d/2$。这些结果可以看作是Helly定理和Rado中心点定理之间的一种插值。作为这些结果的一个应用,我们发现了一个Helly型定理的分数超平面断面。我们还对A的一个横截结果给出了另一种更简单的证明。霍姆森

英文摘要:

We propose a notion of depth with respect to a finite family $\mathcal{F}$ of convex sets in $\mathbb{R}^d$ which we call $\text{dep}_\mathcal{F}$. We begin showing that $\text{dep}_\mathcal{F}$ satisfies some expected properties for a measure of depth and that this definition is closely related to the notion of depth proposed by J. Tukey. We show that some properties of Tukey depth extend to $\text{dep}_\mathcal{F}$ and we point out some key differences. We then focus on the following centerpoint-type question: what is the best depth $α_{d,k}$ that we can guarantee under the hypothesis that the family $\mathcal{F}$ is $k$-intersecting? We show a key connection between this problem and a purely combinatorial problem on hitting sets. The relationship is useful in both directions. On the one hand, for values of $k$ close to $d$ the combinatorial interpretation gives a good bound for $k$. On the other hand, for low values of $k$ we can use the classic Rado's centerpoint theorem to get combinatorial results of independent interest. For intermediate values of $k$ we present a probabilistic framework to improve the bounds and illustrate its use in the case $k\approx d/2$. These results can be though of as an interpolation between Helly's theorem and Rado's centerpoint theorem. As an application of these results we find a Helly-type theorem for fractional hyperplane transversals. We also give an alternative and simpler proof for a transversal result of A. Holmsen.

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