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arXiv 1401.5014cs.CGcs.DS
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用于雪花度量的光散射

Light spanners for snowflake metrics

Lee-Ad Gottlieb, Shay Solomon

摘要:

在空间研究中的一个经典结果是欧几里德空间存在轻低拉伸空间。这些空间具有任意的低拉伸,并且权重仅大于点的最小生成树的常数因子(依赖于拉伸和欧几里得维数)。这个领域的一个中心问题是,其他空间是否也允许低权空间--例如具有低内在维数的度量空间--但只有少数这类结果是已知的。本文考虑低内在维数的雪花度量空间。度量(X,δ)的α雪花是度量(X,$δ^α$),其中0<α<1。通过利用一种完全不同于欧几里得空间的方法,我们证明了雪花度量承认轻speries。此外,我们表明,的直径为O($\log$ n),结果不可能为欧几里德空间。作为一个直接的推论,我们的旅行商问题的算法在这种情况下,我们获得了显着的改进,实现了多项式时间近似计划与近线性运行时间。一路上,我们表明,所有的${\ell}_p$空间承认光spectrum,在其本身的权利感兴趣的结果。

英文摘要:

A classic result in the study of spanners is the existence of light low-stretch spanners for Euclidean spaces. These spanners ahve arbitrary low stretch, and weight only a constant factor greater than that of the minimum spanning tree of the points (with dependence on the stretch and Euclidean dimention). A central open problem in this field asks whether other spaces admit low weight spanners as well - for example metric space with low intrinsic dimension - yet only a handful of results of this type are known. In this paper, we consider snowflake metric spaces of low intrinsic dimension. The α-snowflake of a metric (X,δ) is the metric (X,$δ^α$) for 0<α<1. By utilizing an approach completely different than those used for Euclidean spaces, we demonstrate that snowflake metrics admit light spanners. Further, we show that the spanner is of diameter O($\log$n), a result not possible for Euclidean spaces. As an immediate corollary to our spanner, we obtain dramatic improvments in algorithms for the traveling salesman problem in this setting, achieving a polynomial-time approximation scheme with near-linear runtime. Along the way, we show that all ${\ell}_p$ spaces admit light spanners, a result of interest in its own right.

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