论文标题

广义$ k $ - 中心:区分加倍和高速公路维度

Generalized $k$-Center: Distinguishing Doubling and Highway Dimension

论文作者

Feldmann, Andreas Emil, Vu, Tung Anh

论文摘要

我们考虑$ k $中心问题的概括性在低加倍和高速公路尺寸的图表中。对于带有异常值(CKSWO)问题的电容$ k $ -supplier,当参数为$ k $时,我们显示了有效的参数化近似方案(EPAS),离群值的数量和供应商集的倍数。另一方面,我们表明,对于CKSWO的电容$ k $中心问题,获得参数化的近似方案(PAS)为$ \ mathrm {w [1]} $ - 当参数为$ k $,而高速公路尺寸。这是一个问题的第一个已知示例,很难为高速公路维度获得PAS,同时又承认EPAS加倍维度。

We consider generalizations of the $k$-Center problem in graphs of low doubling and highway dimension. For the Capacitated $k$-Supplier with Outliers (CkSwO) problem, we show an efficient parameterized approximation scheme (EPAS) when the parameters are $k$, the number of outliers and the doubling dimension of the supplier set. On the other hand, we show that for the Capacitated $k$-Center problem, which is a special case of CkSwO, obtaining a parameterized approximation scheme (PAS) is $\mathrm{W[1]}$-hard when the parameters are $k$, and the highway dimension. This is the first known example of a problem for which it is hard to obtain a PAS for highway dimension, while simultaneously admitting an EPAS for doubling dimension.

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