Approximating Pathwidth for Graphs of Small Treewidth

IF 0.9 3区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS
Carla Groenland, Gwenaël Joret, Wojciech Nadara, Bartosz Walczak
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引用次数: 0

Abstract

We describe a polynomial-time algorithm which, given a graph G with treewidth t, approximates the pathwidth of G to within a ratio of \(O(t\sqrt {\log t})\). This is the first algorithm to achieve an f(t)-approximation for some function f.

Our approach builds on the following key insight: every graph with large pathwidth has large treewidth or contains a subdivision of a large complete binary tree. Specifically, we show that every graph with pathwidth at least th+2 has treewidth at least t or contains a subdivision of a complete binary tree of height h+1. The bound th+2 is best possible up to a multiplicative constant. This result was motivated by, and implies (with c=2), the following conjecture of Kawarabayashi and Rossman (SODA’18): there exists a universal constant c such that every graph with pathwidth Ω(kc) has treewidth at least k or contains a subdivision of a complete binary tree of height k.

Our main technical algorithm takes a graph G and some (not necessarily optimal) tree decomposition of G of width t′ in the input, and it computes in polynomial time an integer h, a certificate that G has pathwidth at least h, and a path decomposition of G of width at most (t′+1)h+1. The certificate is closely related to (and implies) the existence of a subdivision of a complete binary tree of height h. The approximation algorithm for pathwidth is then obtained by combining this algorithm with the approximation algorithm of Feige, Hajiaghayi, and Lee (STOC’05) for treewidth.

小树宽图的近似路径宽度
我们描述了一个多项式时间算法,给定一个树宽为t的图G,将G的路径宽度近似为\(O(t\sqrt {\log t})\)。这是第一个实现函数f(t)近似的算法。我们的方法建立在以下关键见解之上:每个具有大路径宽度的图都具有大树宽度或包含大型完整二叉树的细分。具体来说,我们证明了每个路径宽度至少为th+2的图的树宽度至少为t,或者包含高度为h+1的完全二叉树的一个细分。+2的边界是最好的,直到一个乘法常数。这一结果是由Kawarabayashi和Rossman (SODA’18)的以下猜想推动的,并隐含了(c=2):存在一个通用常数c,使得每个路径宽度为Ω(kc)的图的树宽至少为k,或者包含高度为k的完整二叉树的一个细分。我们的主要技术算法采用图G和一些(不一定是最优的)宽度为t '的G的树分解作为输入,它在多项式时间内计算一个整数h,证明G的路径宽度至少为h,以及宽度最多为(t ' +1)h+1的G的路径分解。该证书与高度为h的完全二叉树的细分存在密切相关(并暗示)。然后将该算法与Feige, Hajiaghayi, and Lee (STOC ' 05)的树宽近似算法相结合,得到路径宽度的近似算法。
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来源期刊
ACM Transactions on Algorithms
ACM Transactions on Algorithms COMPUTER SCIENCE, THEORY & METHODS-MATHEMATICS, APPLIED
CiteScore
3.30
自引率
0.00%
发文量
50
审稿时长
6-12 weeks
期刊介绍: ACM Transactions on Algorithms welcomes submissions of original research of the highest quality dealing with algorithms that are inherently discrete and finite, and having mathematical content in a natural way, either in the objective or in the analysis. Most welcome are new algorithms and data structures, new and improved analyses, and complexity results. Specific areas of computation covered by the journal include combinatorial searches and objects; counting; discrete optimization and approximation; randomization and quantum computation; parallel and distributed computation; algorithms for graphs, geometry, arithmetic, number theory, strings; on-line analysis; cryptography; coding; data compression; learning algorithms; methods of algorithmic analysis; discrete algorithms for application areas such as biology, economics, game theory, communication, computer systems and architecture, hardware design, scientific computing
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