Reachability Preservers: New Extremal Bounds and Approximation Algorithms

IF 1.2 3区 计算机科学 Q3 COMPUTER SCIENCE, THEORY & METHODS
Amir Abboud, Greg Bodwin
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引用次数: 0

Abstract

SIAM Journal on Computing, Volume 53, Issue 2, Page 221-246, April 2024.
Abstract. We define and study reachability preservers, a graph-theoretic primitive that has been implicit in prior work on network design. Given a directed graph [math] and a set of demand pairs [math], a reachability preserver is a sparse subgraph [math] that preserves reachability between all demand pairs Our first contribution is a series of extremal bounds on the size of reachability preservers. Our main result states that, for an [math]-node graph and demand pairs of the form [math] for a small node subset [math], there is always a reachability preserver on [math] edges. We additionally give a lower bound construction demonstrating that this upper bound characterizes the settings in which [math] size reachability preservers are generally possible, in a large range of parameters. The second contribution of this paper is a new connection between extremal graph sparsification results and classical Steiner Network Design problems. Surprisingly, prior to this work, the osmosis of techniques between these two fields had been superficial. This allows us to improve the state of the art approximation algorithms for the most basic Steiner-type problem in directed graphs from the [math] of Chlamtáč et al. [Approximating spanners and directed steiner forest: Upper and lower bounds, in Proceedings of the Twenty-Eighth Annual ACM-SIAM Symposium on Discrete Algorithms, SIAM, Philadelphia, 2017, pp. 534–553] to [math].
可达性保护器:新的极值界限和近似算法
SIAM 计算期刊》,第 53 卷第 2 期,第 221-246 页,2024 年 4 月。 摘要我们定义并研究了可达性保护器(reachability preservers),这是一种隐含在先前网络设计工作中的图论基元。给定一个有向图[math]和一组需求对[math],可达性保护器是一个稀疏子图[math],它保留了所有需求对之间的可达性。我们的主要结果表明,对于一个[math]节点图和一个小节点子集[math]的[math]形式的需求对,[math]边上总有一个可达性保护器。此外,我们还给出了一个下界构造,证明在很大的参数范围内,这个上界描述了[math]大小的可达性保护器一般可能存在的情况。本文的第二个贡献是极值图稀疏化结果与经典斯坦纳网络设计问题之间的新联系。令人惊讶的是,在这项工作之前,这两个领域之间的技术渗透还很肤浅。这让我们得以改进 Chlamtáč 等人的 [math] [Approximating spanners and directed steiner forest:上界和下界,ACM-SIAM 第二十八届离散算法研讨会论文集,SIAM,费城,2017 年,第 534-553 页]到[math]。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
SIAM Journal on Computing
SIAM Journal on Computing 工程技术-计算机:理论方法
CiteScore
4.60
自引率
0.00%
发文量
68
审稿时长
6-12 weeks
期刊介绍: The SIAM Journal on Computing aims to provide coverage of the most significant work going on in the mathematical and formal aspects of computer science and nonnumerical computing. Submissions must be clearly written and make a significant technical contribution. Topics include but are not limited to analysis and design of algorithms, algorithmic game theory, data structures, computational complexity, computational algebra, computational aspects of combinatorics and graph theory, computational biology, computational geometry, computational robotics, the mathematical aspects of programming languages, artificial intelligence, computational learning, databases, information retrieval, cryptography, networks, distributed computing, parallel algorithms, and computer architecture.
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