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Cycles of Well-Linked Sets I: an Elementary Bound for Directed Cycle Packing

Meike Hatzel, Stephan Kreutzer, Marcelo Garlet Milani, Irene Muzi

TL;DR

The paper resolves an old barrier in directed cycle packing by proving an elementary bound on the size of a feedback vertex set relative to the number of disjoint directed cycles. It develops a novel framework built on temporal digraphs and routings, introducing paths of well-linked sets (PWS) and semisimple web structures to emulate grids in directed graphs. By leveraging a nonrecursive, elementary growth process and Lovász Local Lemma techniques, the authors convert large directed treewidth into a path of well-linked sets and then into a fence, ultimately obtaining $k$ disjoint directed cycles or a small feedback vertex set. This approach yields a provably elementary bound of height 8 in a power-tower function and promises applicability to related directed-grid-type results, including the Directed Grid Theorem, via a modular, temporal-routing perspective.

Abstract

In 1996, Reed, Robertson, Seymour and Thomas [Combinatorica 1996] proved Younger's Conjecture, which states that, for all directed graphs $D$, there exists a function $f$ such that, if $D$ does not contain $k$ disjoint cycles, then $D$ contains a feedback vertex set, i.e.~a subset of vertices whose deletion renders the graph acyclic, of size bounded by $f(k)$. However, the function obtained by Reed, Robertson, Seymour and Thomas in their paper is enormous and, in fact, not even elementary. We prove the first elementary upper bound for the function $f$ above, showing it is upper-bounded by a power tower of height 8. Our proof is inspired by the breakthrough result of Chekuri and Chuzhoy [J.~ACM 2016], who proved a polynomial bound for the Excluded Grid Theorem for undirected graphs. We translate a key concept of their proof to directed graphs by introducing \emph{paths of well-linked sets (PWS)}, and show that any digraph of large directed treewidth contains a large PWS, which in turn contains a large fence. We believe that the theoretical tools developed in this work may find applications beyond the results above, in a similar way as the path-of-sets-system framework due to Chekuri and Chuzhoy [J.~ACM 2016] did for undirected graphs (see, for example, Hatzel, Komosa, Pilipczuk and Sorge [Discret.~Math.~Theor.~Comput.~Sci.~2022], Chekuri and Chuzhoy [SODA 2015] and Chuzhoy and Nimavat [arXiv 2019]). Indeed, in a follow-up paper, we apply this framework to improve the bounds of the Directed Grid Theorem.

Cycles of Well-Linked Sets I: an Elementary Bound for Directed Cycle Packing

TL;DR

The paper resolves an old barrier in directed cycle packing by proving an elementary bound on the size of a feedback vertex set relative to the number of disjoint directed cycles. It develops a novel framework built on temporal digraphs and routings, introducing paths of well-linked sets (PWS) and semisimple web structures to emulate grids in directed graphs. By leveraging a nonrecursive, elementary growth process and Lovász Local Lemma techniques, the authors convert large directed treewidth into a path of well-linked sets and then into a fence, ultimately obtaining disjoint directed cycles or a small feedback vertex set. This approach yields a provably elementary bound of height 8 in a power-tower function and promises applicability to related directed-grid-type results, including the Directed Grid Theorem, via a modular, temporal-routing perspective.

Abstract

In 1996, Reed, Robertson, Seymour and Thomas [Combinatorica 1996] proved Younger's Conjecture, which states that, for all directed graphs , there exists a function such that, if does not contain disjoint cycles, then contains a feedback vertex set, i.e.~a subset of vertices whose deletion renders the graph acyclic, of size bounded by . However, the function obtained by Reed, Robertson, Seymour and Thomas in their paper is enormous and, in fact, not even elementary. We prove the first elementary upper bound for the function above, showing it is upper-bounded by a power tower of height 8. Our proof is inspired by the breakthrough result of Chekuri and Chuzhoy [J.~ACM 2016], who proved a polynomial bound for the Excluded Grid Theorem for undirected graphs. We translate a key concept of their proof to directed graphs by introducing \emph{paths of well-linked sets (PWS)}, and show that any digraph of large directed treewidth contains a large PWS, which in turn contains a large fence. We believe that the theoretical tools developed in this work may find applications beyond the results above, in a similar way as the path-of-sets-system framework due to Chekuri and Chuzhoy [J.~ACM 2016] did for undirected graphs (see, for example, Hatzel, Komosa, Pilipczuk and Sorge [Discret.~Math.~Theor.~Comput.~Sci.~2022], Chekuri and Chuzhoy [SODA 2015] and Chuzhoy and Nimavat [arXiv 2019]). Indeed, in a follow-up paper, we apply this framework to improve the bounds of the Directed Grid Theorem.
Paper Structure (21 sections, 21 theorems, 13 equations, 6 figures)

This paper contains 21 sections, 21 theorems, 13 equations, 6 figures.

Key Result

Theorem 1.0

Let $D$ be a digraph. Then $D$ has $k$ pairwise vertex-disjoint cycles or there is some $X \subseteq V\left( D \right)$ of size at most $\textcolor{green!50!black}{\mathsf{f}_{}statement:elementary-younger\textcolor{green!50!black}{}}\left( k \right)$ such that $D - X$ is acyclic.

Figures (6)

  • Figure 1: Cylindrical grid $G_8$ of order $8$ drawn in two ways. The drawing on the right illustrates how a cylindrical grid is obtained from a fence. The dotted orange paths symbolise the arcs $e_i$ that close the cycles drawn solid on the left.
  • Figure 2: An acyclic grid and a fence.
  • Figure 3: The layers $D_j(T)$ of the temporal graph $T \coloneqq \left( V = \Set{a,b,c}, \mathcal{A} = \Set{A_1,A_2,A_3} \right)$ constructed from the graphs $Q_j$ displayed above as defined in \ref{['short:def:routing-temporal-digraph']}.
  • Figure 4: A clean $2$-linked path-system of order 3.
  • Figure 5: Illustration of the set $\gamma(P_s, P_t)$ used in the proof of \ref{['state:path-system-to-clean-path-system']}, given in blue. This set consists of the paths of $\mathcal{P}$ which intersect many paths in at least one of the linkages between $P_s$ and $P_t$.
  • ...and 1 more figures

Theorems & Definitions (53)

  • Theorem 1.0
  • Lemma 1.0: reed1996packing
  • Lemma 1.1: amiri2016erdos, amiri2017
  • Theorem 2.1: erdosszekeres1935
  • Theorem 2.2: Menger's Theorem menger
  • Definition 2.3: minimal linkage
  • Definition 2.4: weak minimality
  • proof
  • Definition 2.6
  • Definition 3.1: kawarabayashi2022directed
  • ...and 43 more