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The Heterogeneous Capacitated k-Center Problem

机译:异构电容K中心问题

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In this paper we initiate the study of the heterogeneous capacitated k-center problem: we are given a metric space X = (F∪C, d), and a collection of capacities. The goal is to open each capacity at a unique facility location in F, and also to assign clients to facilities so that the number of clients assigned to any facility is at most the capacity installed; the objective is then to minimize the maximum distance between a client and its assigned facility. If all the capacities c_i's are identical, the problem becomes the well-studied uniform capacitated k-center problem for which constant-factor approximations are known [7,22]. The additional choice of determining which capacity should be installed in which location makes our problem considerably different from this problem and the non-uniform generalizations studied thus far in literature. In fact, one of our contributions is in relating the heterogeneous problem to special-cases of the classical santa-claus problem. Using this connection, and by designing new algorithms for these special cases, we get the following results for Heterogeneous Cap-k-Center. 1. A quasi-polynomial time O(log n/ε)-approximation where every capacity is violated by (1 + ε) factor. 2. A polynomial time O(1)-approximation where every capacity is violated by an O(log n) factor. We get improved results for the soft-capacities version where we can place multiple facilities in the same location.
机译:在本文中,我们启动了对异构电容K中心问题的研究:我们被赋予了公制空间x =(f∪c,d)和集合。目标是在F的独特设施位置打开每个容量,也可以将客户端分配给设施,以便分配给任何设施的客户端是大多数安装的容量;目的是最小化客户端与其分配的设施之间的最大距离。如果所有容量C_I是相同的,则问题成为所知恒因子近似的良好研究均匀电容K中心问题[7,22]。确定应该安装哪个容量的额外选择,其中位置使我们的问题与该问题相当不同,并且在迄今为止文献中研究的不均匀概括。事实上,我们的贡献之一是对古典圣诞老人问题的特殊情况有关的异质问题。使用此连接,并通过为这些特殊情况设计新算法,我们得到以下结果的异构CAP-K中心。 1.准多项式时间O(log n /ε) - 困境(1±ε)因子违反每个容量的千克。 2.多项式时间o(1) - o(log n)因子违反每个容量的千克。我们可以改善软件版本的结果,我们可以在同一位置放置多个设施。

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