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What and Who

Faster Deterministic Vertex Connectivity Algorithms

Sorrachai Yingchareonthawornchai
Simons Institute
AG1 Mittagsseminar (own work)
AG 1  
AG Audience
English

Date, Time and Location

Tuesday, 24 October 2023
13:00
30 Minutes
E1 4
024
Saarbrücken

Abstract

An $n$-vertex $m$-edge graph is $k$-vertex connected if it cannot be disconnected by deleting less than $k$ vertices. After more than half a century of intensive research, the result by [Li~et~al.~STOC'21] finally gave a randomized algorithm for checking $k$-connectivity in near-optimal $\widehat{O}(m)$ time where $\widehat{O}(\cdot)$ to hide an $n^{o(1)}$ factor. Deterministic algorithms, unfortunately, have remained much slower even if we assume a linear-time max-flow algorithm: they either require at least $\Omega(mn)$ time [Even'75; Henzinger Rao and Gabow, FOCS'96; Gabow, FOCS'00] or assume that $k=o(\sqrt{\log n})$ [Saranurak and Yingchareonthawornchai, FOCS'22].


In this talk, I will describe a deterministic algorithm for checking $k$-vertex connectivity in time proportional to making $\min\{k^2, n\}$ max-flow calls, and, hence, in $\widehat{O}(m\min\{k^{2},n\})$ time using the deterministic max-flow algorithm by [Brand~et~al.~FOCS'23]. Our algorithm gives the first almost-linear-time bound for all $k$ where $\sqrt{\log n}\le k\le n^{o(1)}$ and subsumes up to a sub-polynomial factor the long-standing state-of-the-art algorithm by [Even'75] which requires $O(n+k^{2})$ max-flow calls. For large $k$, the algorithm runs in $\widehat O(mn)$ time, which improves over the state-of-the-art deterministic $\widehat{O}(mn^{1.5})-time algorithm~[Gabow, FOCS'00].

Our key technique is based on Ramanujan expanders and derandomization of the kernelization technique of [Li~et~al.~STOC'21] for which their kernel construction was randomized.

Joint work with Yonggang Jiang, Chaitanya Nalam, and Thatchaphol Saranurak.

Contact

Roohani Sharma
+49 681 9325 1116
--email hidden

Virtual Meeting Details

Zoom
527 278 8807
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logged in users only

Tags, Category, Keywords and additional notes

If you wish to attend the talk online but do not have the zoom password, contact Roohani Sharma at rsharma@mpi-inf.mpg.de.

Roohani Sharma, 10/23/2023 09:32
Roohani Sharma, 10/02/2023 14:15 -- Created document.