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The all pairs shortest path problem (APSP) is one of the foundational problems in computer science. For weighted dense graphs on $n$ vertices, no truly sub-cubic algorithms exist to compute APSP exactly even for undirected graphs. This is…

数据结构与算法 · 计算机科学 2023-09-26 Barna Saha , Christopher Ye

In this paper, we revisit the classic approximate All-Pairs Shortest Paths (APSP) problem in undirected graphs. For unweighted graphs, we provide an algorithm for $2$-approximate APSP in $\tilde O(n^{2.5-r}+n^{\omega(r)})$ time, for any…

数据结构与算法 · 计算机科学 2023-10-31 Michal Dory , Sebastian Forster , Yael Kirkpatrick , Yasamin Nazari , Virginia Vassilevska Williams , Tijn de Vos

One of the main hypotheses in fine-grained complexity is that All-Pairs Shortest Paths (APSP) for $n$-node graphs requires $n^{3-o(1)}$ time. Another famous hypothesis is that the $3$SUM problem for $n$ integers requires $n^{2-o(1)}$ time.…

计算复杂性 · 计算机科学 2020-07-29 Virginia Vassilevska Williams , Yinzhan Xu

We present two new algorithms for solving the {\em All Pairs Shortest Paths} (APSP) problem for weighted directed graphs. Both algorithms use fast matrix multiplication algorithms. The first algorithm solves the APSP problem for weighted…

数据结构与算法 · 计算机科学 2007-05-23 Uri Zwick

We provide new tradeoffs between approximation and running time for the decremental all-pairs shortest paths (APSP) problem. For undirected graphs with $m$ edges and $n$ nodes undergoing edge deletions, we provide four new approximate…

数据结构与算法 · 计算机科学 2024-04-30 Michal Dory , Sebastian Forster , Yasamin Nazari , Tijn de Vos

APSP with small integer weights in undirected graphs [Seidel'95, Galil and Margalit'97] has an $\tilde{O}(n^\omega)$ time algorithm, where $\omega<2.373$ is the matrix multiplication exponent. APSP in directed graphs with small weights…

数据结构与算法 · 计算机科学 2021-02-12 Timothy M. Chan , Virginia Vassilevska Williams , Yinzhan Xu

We study the central All-Pairs Shortest Paths (APSP) problem under the restriction that there are at most $d$ distinct weights on the outgoing edges from every node. For $d=n$ this is the classical (unrestricted) APSP problem that is…

数据结构与算法 · 计算机科学 2025-06-26 Amir Abboud , Nick Fischer , Ce Jin , Virginia Vassilevska Williams , Zoe Xi

The All-Pairs Shortest Paths (APSP) is a foundational problem in theoretical computer science. Approximating APSP in undirected unweighted graphs has been studied for many years, beginning with the work of Dor, Halperin and Zwick…

数据结构与算法 · 计算机科学 2025-11-10 Ce Jin , Yael Kirkpatrick , Michał Stawarz , Virginia Vassilevska Williams

In this paper, we present an improved algorithm for the All Pairs Non-decreasing Paths (APNP) problem on weighted simple digraphs, which has running time $\tilde{O}(n^{\frac{3 + \omega}{2}}) = \tilde{O}(n^{2.686})$. Here $n$ is the number…

数据结构与算法 · 计算机科学 2019-04-25 Ran Duan , Ce Jin , Hongxun Wu

We consider the problem of computing all pairs shortest paths (APSP) and shortest paths for k sources in a weighted graph in the distributed CONGEST model. For graphs with non-negative integer edge weights (including zero weights) we build…

数据结构与算法 · 计算机科学 2018-10-22 Udit Agarwal , Vijaya Ramachandran

We study the decremental All-Pairs Shortest Paths (APSP) problem in undirected edge-weighted graphs. The input to the problem is an $n$-vertex $m$-edge graph $G$ with non-negative edge lengths, that undergoes a sequence of edge deletions.…

数据结构与算法 · 计算机科学 2021-09-14 Julia Chuzhoy

The All-Pairs Shortest Paths (APSP) problem is one of the fundamental problems in theoretical computer science. It asks to compute the distance matrix of a given $n$-vertex graph. We revisit the classical problem of maintaining the distance…

数据结构与算法 · 计算机科学 2024-08-28 Xiao Mao

Given a directed weighted graph $G=(V,E)$ undergoing vertex insertions \emph{and} deletions, the All-Pairs Shortest Paths (APSP) problem asks to maintain a data structure that processes updates efficiently and returns after each update the…

数据结构与算法 · 计算机科学 2020-02-20 Maximilian Probst Gutenberg , Christian Wulff-Nilsen

We introduce a new problem that combines the well known All Pairs Shortest Paths (APSP) problem and the All Pairs Bottleneck Paths (APBP) problem to compute the shortest paths for all pairs of vertices for all possible flow amounts. We call…

数据结构与算法 · 计算机科学 2013-09-24 Tong-Wook Shinn , Tadao Takaoka

Zwick's $(1+\varepsilon)$-approximation algorithm for the All Pairs Shortest Path (APSP) problem runs in time $\widetilde{O}(\frac{n^\omega}{\varepsilon} \log{W})$, where $\omega \le 2.373$ is the exponent of matrix multiplication and $W$…

数据结构与算法 · 计算机科学 2019-07-26 Karl Bringmann , Marvin Künnemann , Karol Węgrzycki

We consider the fundamental algorithmic problem of finding a cycle of minimum weight in a weighted graph. In particular, we show that the minimum weight cycle problem in an undirected n-node graph with edge weights in {1,...,M} or in a…

数据结构与算法 · 计算机科学 2011-04-15 Liam Roditty , Virginia Vassilevska Williams

Fine-grained reductions have established equivalences between many core problems with $\tilde{O}(n^3)$-time algorithms on $n$-node weighted graphs, such as Shortest Cycle, All-Pairs Shortest Paths (APSP), Radius, Replacement Paths, Second…

数据结构与算法 · 计算机科学 2020-05-07 Andrea Lincoln , Virginia Vassilevska Williams , Ryan Williams

We study the fully dynamic All-Pairs Shortest Paths (APSP) problem in undirected edge-weighted graphs. Given an $n$-vertex graph $G$ with non-negative edge lengths, that undergoes an online sequence of edge insertions and deletions, the…

数据结构与算法 · 计算机科学 2023-04-20 Julia Chuzhoy , Ruimin Zhang

One of the most basic graph problems, All-Pairs Shortest Paths (APSP) is known to be solvable in $n^{3-o(1)}$ time, and it is widely open whether it has an $O(n^{3-\epsilon})$ time algorithm for $\epsilon > 0$. To better understand APSP,…

数据结构与算法 · 计算机科学 2021-05-07 Yuzhou Gu , Adam Polak , Virginia Vassilevska Williams , Yinzhan Xu

We present a randomized algorithm for the single-source shortest paths (SSSP) problem on directed graphs with arbitrary real-valued edge weights that runs in $n^{2+o(1)}$ time with high probability. This result yields the first almost…

数据结构与算法 · 计算机科学 2026-02-19 Sanjeev Khanna , Junkai Song
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