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FOCS2021顶会

Hardness of Approximate Diameter: Now for Undirected Graphs

Mina Dalirrooyfard, Ray Li, Virginia Vassilevska Williams

2021年份
6被引次数
7顶会引用

摘要

Approximating the graph diameter is a basic task of both theoretical and practical interest. A simple folklore algorithm can output a 2-approximation to the diameter in linear time by running BFS from an arbitrary vertex. It has been open whether a better approximation is possible in near-linear time. A series of papers on fine-grained complexity have led to strong hardness results for diameter in directed graphs, culminating in a recent tradeoff curve independently discovered by [Li, STOC'21] and [Dalirrooyfard and Wein, STOC'21], showing that under the Strong Exponential Time Hypothesis (SETH), for any integerk≥2k\geq 2andδ>0\delta > 0, a2−1k−δ2-\frac{1}{k}-\deltaapproximation for diameter in directedmm-edge graphs requiresmn1+1/(k−1)−o(1)mn^{1+1/(k-1)-o(1)}time. In particular, the simple linear time 2-approximation algorithm is optimal for directed graphs. In this paper we prove that the same tradeoff lower bound curve is possible for undirected graphs as well, extending results of [Roditty and Vassilevska W., STOC'13], [Li'20] and [Bonnet, ICALP'21] who proved the first few cases of the curve,k=2,3k=2,3and 4, respectively. Our result shows in particular that the simple linear time 2-approximation algorithm is also optimal for undirected graphs. To obtain our result we develop new tools for fine-grained reductions that could be useful for proving SETH-based hardness for other problems in undirected graphs related to distance computation.

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