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Linear Time Approximation for Dominating Sets and Independent Dominating Sets in Unit Disk Graphs

机译:单位圆图中的支配集和独立支配集的线性时间近似

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A unit disk graph is the intersection graph of n congruent disks in the plane. Dominating sets in unit disk graphs are widely studied due to their application in wireless ad-hoc networks. Since the minimum dominating set problem for unit disk graphs is NP-hard, several approximation algorithms with different merits have been proposed in the literature. On one extreme, there is a linear time 5-approximation algorithm. On another extreme, there are two PTAS whose running times are polynomials of very high degree. We introduce a linear time approximation algorithm that takes the usual adjacency representation of the graph as input and attains a 44/9 approximation factor. This approximation factor is also attained by a second algorithm we present, which takes the geometric representation of the graph as input and runs in O(n log n) time, regardless of the number of edges. The analysis of the approximation factor of the algorithms, both of which are based on local improvements, exploits an assortment of results from discrete geometry to prove that certain graphs cannot be unit disk graphs. It is noteworthy that the dominating sets obtained by our algorithms are also independent sets.
机译:单位磁盘图是平面中n个全等磁盘的相交图。由于单位磁盘图中的支配集在无线自组织网络中的应用,因此对其进行了广泛的研究。由于单位圆图的最小控制集问题是NP难的,因此在文献中提出了几种具有不同优点的近似算法。在一种极端情况下,存在线性时间5逼近算法。在另一个极端上,有两个PTAS,其运行时间是非常高次的多项式。我们引入了一种线性时间近似算法,该算法将图形的通常邻接表示作为输入,并获得44/9的近似因子。这个近似因子也可以通过我们提出的第二种算法来获得,该算法将图形的几何表示作为输入并在O(n log n)时间内运行,而与边的数量无关。对算法的逼近因子的分析(均基于局部改进),利用离散几何的各种结果来证明某些图不能是单位圆图。值得注意的是,通过我们的算法获得的支配集也是独立的集。

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