Abstract

We study feedback vertex sets (FVS) in tournaments, which are orientations of complete graphs. As our main result, we show that any tournament on n nodes has at most 1.5949n minimal FVS. This significantly improves the previously best upper bound of 1.6667n by Fomin et al. [STOC 2016] and 1.6740n by Gaspers and Mnich [J. Graph Theory 72(1):72–89, 2013]. Our new upper bound almost matches the best‐known lower bound of 21n/7≈1.5448n, due to Gaspers and Mnich. Our proof is algorithmic, and shows that all minimal FVS of tournaments can be enumerated in time O(1.5949n).

Highlights

  • The Minimum Feedback Vertex Set (FVS) problem in directed graphs is a fundamental problem in combinatorial optimization: given a directed graph G, find a smallest set of vertices in G whose removal yields an acyclic digraph

  • The run time of this approach is within a polynomial factor of the number M (T ) of minimal FVS in T

  • The complexity of the Minimum FVS problem is within a polynomial factor of the maximum of M (T ) over all n-vertex tournaments, which we denote by M (n)

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Summary

Introduction

The Minimum Feedback Vertex Set (FVS) problem in directed graphs is a fundamental problem in combinatorial optimization: given a directed graph G, find a smallest set of vertices in G whose removal yields an acyclic digraph. We introduce a new function M (n, k) for the maximum number of maximal transitive vertex sets in a tournament of order n containing a fixed set of k vertices, and we will show that M (n, k) ≤ 1.5949n−k for all 0 ≤ k ≤ n. As Woeginger [14] showed that deciding whether a vertex is a Banks winner is NP-complete, a feasible approach to determine the Banks set is to enumerate all minimal FVS. For this purpose, Brandt et al [2] implemented the algorithm of Gaspers and Mnich. Our new algorithm in this paper can be used to compute the Banks set of a tournament asymptotically faster

Preliminaries
Improved Upper Bound on the Maximum Number of Minimal FVS
Proof of Lemma 8
Discussion
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