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The notion of vertex sparsification is introduced in \cite{M}, where it was shown that for any graph $G = (V, E)$ and a subset of $k$ terminals $K \subset V$, there is a polynomial time algorithm to construct a graph $H = (K, E_H)$ on just…

数据结构与算法 · 计算机科学 2010-06-24 Moses Charikar , Tom Leighton , Shi Li , Ankur Moitra

We consider global problems, i.e. problems that take at least diameter time, even when the bandwidth is not restricted. We show that all problems considered admit efficient solutions in low-treewidth graphs. By ``efficient'' we mean that…

分布式、并行与集群计算 · 计算机科学 2022-05-31 Taisuke Izumi , Naoki Kitamura , Takamasa Naruse , Gregory Schwartzman

We present polylogarithmic approximation algorithms for variants of the Shortest Path, Group Steiner Tree, and Group ATSP problems with vector costs. In these problems, each edge e has a non-negative vector cost $c_e \in…

数据结构与算法 · 计算机科学 2024-04-30 Yury Makarychev , Max Ovsiankin , Erasmo Tani

We consider the rooted orienteering problem in Euclidean space: Given $n$ points $P$ in $\mathbb R^d$, a root point $s\in P$ and a budget $\mathcal B>0$, find a path that starts from $s$, has total length at most $\mathcal B$, and visits as…

数据结构与算法 · 计算机科学 2022-04-22 Lee-Ad Gottlieb , Robert Krauthgamer , Havana Rika

We design a 3/2 approximation algorithm for the Generalized Steiner Tree problem (GST) in metrics with distances 1 and 2. This is the first polynomial time approximation algorithm for a wide class of non-geometric metric GST instances with…

计算复杂性 · 计算机科学 2008-12-12 Piotr Berman , Marek Karpinski , Alex Zelikovsky

Steiner Tree Problem (STP) in graphs aims to find a tree of minimum weight in the graph that connects a given set of vertices. It is a classic NP-hard combinatorial optimization problem and has many real-world applications (e.g., VLSI chip…

机器学习 · 计算机科学 2021-11-23 Haizhou Du , Zong Yan , Qiao Xiang , Qinqing Zhan

The Steiner Tree problem asks for the cheapest way of connecting a given subset of the vertices in an undirected graph. One of the most prominent linear programming relaxations for Steiner Tree is the Bidirected Cut Relaxation (BCR).…

数据结构与算法 · 计算机科学 2026-02-24 Paul Paschmanns , Vera Traub

We study SINGLE-SOURCE SHORTEST PATH (SSSP) on unweighted intersection graphs whose node set corresponds to a set of $n$ constant-complexity objects in the plane. We prove SSSP can be solved in $O(U(n)\ \mathrm{polylog}\,n)$ expected time…

计算几何 · 计算机科学 2026-04-28 Mark de Berg , Bart M. P. Jansen , Jeroen S. K. Lamme

In this paper we look at $k$-stroll, point-to-point orienteering, as well as the deadline TSP problem on graphs with bounded doubling dimension and bounded treewidth and present approximation schemes for them. Given a weighted graph…

数据结构与算法 · 计算机科学 2024-05-03 Kinter Ren , Mohammad R. Salavatipour

We study the classical NP-hard problems of finding maximum-size subsets from given sets of $k$ terminal pairs that can be routed via edge-disjoint paths (MaxEDP) or node-disjoint paths (MaxNDP) in a given graph. The approximability of…

数据结构与算法 · 计算机科学 2016-05-23 Krzysztof Fleszar , Matthias Mnich , Joachim Spoerhase

We revisit a classical graph-theoretic problem, the \textit{single-source shortest-path} (SSSP) problem, in weighted unit-disk graphs. We first propose an exact (and deterministic) algorithm which solves the problem in $O(n \log^2 n)$ time…

计算几何 · 计算机科学 2019-03-14 Haitao Wang , Jie Xue

The single-source shortest path problem (SSSP) with nonnegative edge weights is a notoriously difficult problem to solve efficiently in parallel---it is one of the graph problems said to suffer from the transitive-closure bottleneck. In…

数据结构与算法 · 计算机科学 2016-03-15 Guy E. Blelloch , Yan Gu , Yihan Sun , Kanat Tangwongsan

We introduce two new no-regret algorithms for the stochastic shortest path (SSP) problem with a linear MDP that significantly improve over the only existing results of (Vial et al., 2021). Our first algorithm is computationally efficient…

机器学习 · 计算机科学 2021-12-21 Liyu Chen , Rahul Jain , Haipeng Luo

A long series of recent results and breakthroughs have led to faster and better distributed approximation algorithms for single source shortest paths (SSSP) and related problems in the CONGEST model. The runtime of all these algorithms,…

数据结构与算法 · 计算机科学 2018-08-09 Bernhard Haeupler , Jason Li

Computing shortest paths is one of the central problems in the theory of distributed computing. For the last few years, substantial progress has been made on the approximate single source shortest paths problem, culminating in an algorithm…

分布式、并行与集群计算 · 计算机科学 2018-04-13 Mohsen Ghaffari , Jason Li

The Restricted Shortest Path (RSP) problem, also known as the Delay-Constrained Least-Cost (DCLC) problem, is an NP-hard bicriteria optimization problem on graphs with $n$ vertices and $m$ edges. In a graph where each edge is assigned a…

数据结构与算法 · 计算机科学 2019-11-05 David Holzmüller

The geometric bottleneck Steiner network problem on a set of vertices $X$ embedded in a normed plane requires one to construct a graph $G$ spanning $X$ and a variable set of $k\geq 0$ additional points, such that the length of the longest…

组合数学 · 数学 2013-01-22 M. Brazil , C. J. Ras , D. A. Thomas

In the Directed Steiner Network problem, the input is a directed graph G, a subset T of k vertices of G called the terminals, and a demand graph D on T. The task is to find a subgraph H of G with the minimum number of edges such that for…

数据结构与算法 · 计算机科学 2022-08-15 Esther Galby , Sandor Kisfaludi-Bak , Daniel Marx , Roohani Sharma

We study Steiner Forest on $H$-subgraph-free graphs, that is, graphs that do not contain some fixed graph $H$ as a (not necessarily induced) subgraph. We are motivated by a recent framework that completely characterizes the complexity of…

Persistence diagrams (PD)s play a central role in topological data analysis. This analysis requires computing distances among such diagrams such as the $1$-Wasserstein distance. Accurate computation of these PD distances for large data sets…

计算几何 · 计算机科学 2025-05-13 Tamal K. Dey , Simon Zhang