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We present an algorithm that finds a feedback arc set of size $k$ in a tournament in time $n^{O(1)}2^{O(\sqrt{k})}$. This is asymptotically faster than the running time of previously known algorithms for this problem.

Data Structures and Algorithms · Computer Science 2009-11-30 Uriel Feige

A tournament T=(V,A) is a directed graph in which there is exactly one arc between every pair of distinct vertices. Given a digraph on n vertices and an integer parameter k, the Feedback Arc Set problem asks whether the given digraph has a…

Data Structures and Algorithms · Computer Science 2009-10-29 Stéphane Bessy , Fedor V. Fomin , Serge Gaspers , Christophe Paul , Anthony Perez , Saket Saurabh , Stéphan Thomassé

A tournament is a directed graph T such that every pair of vertices are connected by an arc. A feedback vertex set is a set S of vertices in T such that T - S is acyclic. In this article we consider the Feedback Vertex Set problem in…

Data Structures and Algorithms · Computer Science 2015-10-28 Mithilesh Kumar , Daniel Lokshtanov

In the Feedback Arc Set in Tournaments (Subset-FAST) problem, we are given a tournament $D$ and a positive integer $k$, and the objective is to determine whether there exists an arc set $S \subseteq A(D)$ of size at most $k$ whose removal…

Data Structures and Algorithms · Computer Science 2025-03-14 Tian Bai

A {\em bipartite tournament} is a directed graph $T:=(A \cup B, E)$ such that every pair of vertices $(a,b), a\in A,b\in B$ are connected by an arc, and no arc connects two vertices of $A$ or two vertices of $B$. A {\em feedback vertex set}…

Data Structures and Algorithms · Computer Science 2024-11-06 Mithilesh Kumar , Daniel Lokshtanov

In the Subset Feedback Arc Set in Tournaments, Subset-FAST problem we are given as input a tournament $T$ with a vertex set $V(T)$ and an arc set $A(T)$, along with a terminal set $S \subseteq V(T)$, and an integer $ k$. The objective is to…

Discrete Mathematics · Computer Science 2025-03-11 Satyabrata Jana , Lawqueen Kanesh , Madhumita Kundu , Daniel Lokshtanov , Saket Saurabh

We study fixed parameter algorithms for three problems: Kemeny rank aggregation, feedback arc set tournament, and betweenness tournament. For Kemeny rank aggregation we give an algorithm with runtime O*(2^O(sqrt{OPT})), where n is the…

Data Structures and Algorithms · Computer Science 2010-06-24 Marek Karpinski , Warren Schudy

We show that performing just one round of the Sherali-Adams hierarchy gives an easy 7/3-approximation algorithm for the Feedback Vertex Set (FVST) problem in tournaments. This matches the best deterministic approximation algorithm for FVST…

Combinatorics · Mathematics 2020-08-21 Manuel Aprile , Matthew Drescher , Samuel Fiorini , Tony Huynh

Fixed-parameter algorithms and kernelization are two powerful methods to solve $\mathsf{NP}$-hard problems. Yet, so far those algorithms have been largely restricted to static inputs. In this paper we provide fixed-parameter algorithms and…

Data Structures and Algorithms · Computer Science 2017-07-04 Josh Alman , Matthias Mnich , Virginia Vassilevska Williams

FAST problem is finding minimum feedback arc set problem in tournaments. In this paper we present some algorithms that are similar to sorting algorithms for FAST problem and we analyze them. We present Pseudo_InsertionSort algorithm for…

Data Structures and Algorithms · Computer Science 2019-10-16 Sadra Mohammadshirazi , Alireza Bagheri

A feedback vertex set (FVS) in a digraph is a subset of vertices whose removal makes the digraph acyclic. In other words, it hits all cycles in the digraph. Lokshtanov et al. [TALG '21] gave a factor 2 randomized approximation algorithm for…

Data Structures and Algorithms · Computer Science 2024-02-12 Sushmita Gupta , Sounak Modak , Saket Saurabh , Sanjay Seetharaman

The Directed Feedback Vertex Set (DFVS) problem takes as input a directed graph~$G$ and seeks a smallest vertex set~$S$ that hits all cycles in $G$. This is one of Karp's 21 $\mathsf{NP}$-complete problems. Resolving the parameterized…

Data Structures and Algorithms · Computer Science 2020-03-06 Alexander Göke , Dániel Marx , Matthias Mnich

We present two new deterministic algorithms for the Feedback Vertex Set problem parameterized by the solution size. We begin with a simple algorithm, which runs in O*((2 + \phi)^k) time, where \phi < 1.619 is the golden ratio. It already…

Data Structures and Algorithms · Computer Science 2013-06-18 Tomasz Kociumaka , Marcin Pilipczuk

We study the Independent Feedback Vertex Set problem - a variant of the classic Feedback Vertex Set problem where, given a graph $G$ and an integer $k$, the problem is to decide whether there exists a vertex set $S\subseteq V(G)$ such that…

Data Structures and Algorithms · Computer Science 2020-02-03 Shaohua Li , Marcin Pilipczuk

In this paper, we develop a new parameterized algorithm for the {\sc Independent Feedback Vertex Set} (IFVS) problem. Given a graph $G=(V,E)$, the goal of the problem is to determine whether there exists a vertex subset $F\subseteq V$ such…

Data Structures and Algorithms · Computer Science 2013-08-02 Yinglei Song

In the Directed Feedback Vertex Set (DFVS) problem, the input is a directed graph $D$ on $n$ vertices and $m$ edges, and an integer $k$. The objective is to determine whether there exists a set of at most $k$ vertices intersecting every…

Data Structures and Algorithms · Computer Science 2016-09-15 Daniel Lokshtanov , M. S. Ramanujan , Saket Saurabh

A {\em tournament} is a directed graph $T$ such that every pair of vertices is connected by an arc. A {\em feedback vertex set} is a set $S$ of vertices in $T$ such that $T - S$ is acyclic. We consider the {\sc Feedback Vertex Set} problem…

Data Structures and Algorithms · Computer Science 2018-09-25 Daniel Lokshtanov , Pranabendu Misra , Joydeep Mukherjee , Geevarghese Philip , Fahad Panolan , Saket Saurabh

Given a graph $G$ and an integer $k$, the Feedback Vertex Set (FVS) problem asks if there is a vertex set $T$ of size at most $k$ that hits all cycles in the graph. The fixed-parameter tractability status of FVS in directed graphs was a…

Data Structures and Algorithms · Computer Science 2014-12-03 Rajesh Chitnis , Marek Cygan , MohammadTaghi Hajiaghayi , Dániel Marx

In the Feedback Vertex Set problem, one is given an undirected graph $G$ and an integer $k$, and one needs to determine whether there exists a set of $k$ vertices that intersects all cycles of $G$ (a so-called feedback vertex set). Feedback…

Data Structures and Algorithms · Computer Science 2019-11-04 Jason Li , Jesper Nederlof

In this paper, we study fundamental parameterized problems such as $k$-Path/Cycle, Vertex Cover, Triangle Hitting Set, Feedback Vertex Set, and Cycle Packing for dynamic unit disk graphs. Given a vertex set $V$ changing dynamically under…

Data Structures and Algorithms · Computer Science 2024-09-23 Shinwoo An , Kyungjin Cho , Leo Jang , Byeonghyeon Jung , Yudam Lee , Eunjin Oh , Donghun Shin , Hyeonjun Shin , Chanho Song
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