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Random Walks and Forbidden Minors I: An $n^{1/2+o(1)}$-Query One-Sided Tester for Minor Closed Properties on Bounded Degree Graphs
SIAM Journal on Computing ( IF 1.6 ) Pub Date : 2020-12-18 , DOI: 10.1137/19m1245463
Akash Kumar , C. Seshadhri , Andrew Stolman

SIAM Journal on Computing, Ahead of Print.
Let $G$ be an undirected, bounded degree graph with $n$ vertices. Fix a finite graph $H$, and suppose one must remove $\varepsilon n$ edges from $G$ to make it $H$-minor-free (for some small constant $\varepsilon > 0$). We give an $n^{1/2+o(1)}$-time randomized procedure that, with high probability, finds an $H$-minor in such a graph. As an application, suppose one must remove $\varepsilon n$ edges from a bounded degree graph $G$ to make it planar. This result implies an algorithm, with the same running time, that produces a $K_{3,3}$- or $K_5$-minor in $G$. No prior sublinear time bound was known for this problem. By the graph minor theorem, we get an analogous result for any minor-closed property. Up to $n^{o(1)}$ factors, this resolves a conjecture of Benjamini, Schramm, and Shapira [Adv. Math., 223 (2010), pp. 2200--2218] on the existence of one-sided property testers for minor-closed properties. Furthermore, our algorithm is nearly optimal by an $\Omega(\sqrt{n})$ lower bound of Czumaj et al. [Random Structures Algorithms, 45 (2014), pp. 139--184]. Prior to this work, the only graphs $H$ for which nontrivial one-sided property testers were known for $H$-minor-freeness were the following: $H$ being a forest or a cycle [Czumaj et al., Random Structures Algorithms, 45 (2014), pp. 139--184], $K_{2,k}$, $(k\times 2)$-grid, and the $k$-circus [Fichtenberger et al., preprint, arXiv:1707.06126v1, 2017].


中文翻译:

随机游走和禁止的未成年人I:有界度图上次要封闭属性的$ n ^ {1/2 + o(1)} $查询单面测试器

《 SIAM计算杂志》,预印本。
假设$ G $是具有$ n $个顶点的无向有界度图。修复一个有限的图$ H $,并假设必须从$ G $中除去$ \ varepsilon n $边使其变为$ H $ -minor-free(对于一些小的常数$ \ varepsilon> 0 $)。我们给出了$ n ^ {1/2 + o(1)} $时间的随机过程,该过程很有可能在这样的图中找到$ H $ -minor。作为一种应用,假设必须从有界度图$ G $中除去$ \ varepsilon n $边以使其平坦。此结果表明,在相同的运行时间下,算法会在$ G $中生成$ K_ {3,3} $-或$ K_5 $ -minor。没有先前的亚线性时间界限可解决此问题。通过图次要定理,我们得到任何次要封闭性质的相似结果。直到$ n ^ {o(1)} $个因子,这才解决了Benjamini,Schramm和Shapira的猜想。Math。,223(2010),pp。[2200--2218]中存在用于小封闭特性的单面特性测试器。此外,由于Czumaj等人的下限$ \ Omega(\ sqrt {n})$,我们的算法几乎是最优的。[Random Structures Algorithms,45(2014),pp.139--184]。在进行这项工作之前,唯一以非平凡的单面性质测试员以$ H $-次要自由度而闻名的$ H $的图如下:$ H $是森林或循环[Czumaj等,Random Structures Algorithms,45(2014),pp.139--184],$ K_ {2,k} $,$(k \ times 2)$-grid和$ k $ -circus [Fichtenberger et al。,preprint, arXiv:1707.06126v1,2017]。
更新日期:2021-01-13
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