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Towards Transitive-free Digraphs

Ankit Abhinav, Satyabrata Jana, Abhishek Sahu

TL;DR

Given a digraph $D$, the problem TVD asks to delete at most $k$ vertices so that $D-S$ is transitive-free, while $\ell$-RTVD generalizes this to allow at most $\ell$ transitive arcs. The authors prove $\ell$-RTVD is NP-hard on planar DAGs with maximum degree $6$, via a reduction from Vertex Cover, and provide polynomial-time algorithms for fixed $\ell$ on several classes (tournaments, $\alpha$-bounded digraphs, acyclic local tournaments). They further establish W[1]-hardness for DAGs parameterized by $k$, but show polynomial kernels for in-tournaments and out-tournaments when parameterized by $k+\ell$ and bounded independence number, and obtain FPT results for the $\ell=0$ case on in-/out-tournaments by reduction to 3-Hitting Set. The work advances understanding of transitive structure in directed graphs and offers kernelization and FPT tools relevant to preprocessing for graph drawing and orientation problems. The results illuminate a separation between tractable and intractable cases across graph classes and motivate future work on structural parameters for DAGs.

Abstract

In a digraph $D$, an arc $e=(x,y) $ in $D$ is considered transitive if there is a path from $x$ to $y$ in $D- e$. A digraph is transitive-free if it does not contain any transitive arc. In the Transitive-free Vertex Deletion (TVD) problem, the goal is to find at most $k$ vertices $S$ such that $D-S$ has no transitive arcs. In our work, we study a more general version of the TVD problem, denoted by $\ell$-Relaxed Transitive-free Vertex Deletion ($\ell$-RTVD), where we look for at most $k$ vertices $S$ such that $D-S$ has no more than $\ell$ transitive arcs. We explore $\ell$-RTVD on various well-known graph classes of digraphs such as directed acyclic graphs (DAGs), planar DAGs, $α$-bounded digraphs, tournaments, and their multiple generalizations such as in-tournaments, out-tournaments, local tournaments, acyclic local tournaments, and obtain the following results. Although the problem admits polynomial-time algorithms in tournaments, $α$-bounded digraphs, and acyclic local tournaments for fixed values of $\ell$, it remains NP-hard even in planar DAGs with maximum degree 6. In the parameterized realm, for $\ell$-RTVD on in-tournaments and out-tournaments, we obtain polynomial kernels parameterized by $k+\ell$ for bounded independence number. But the problem remains fixed-parameter intractable on DAGs when parameterized by $k$.

Towards Transitive-free Digraphs

TL;DR

Given a digraph , the problem TVD asks to delete at most vertices so that is transitive-free, while -RTVD generalizes this to allow at most transitive arcs. The authors prove -RTVD is NP-hard on planar DAGs with maximum degree , via a reduction from Vertex Cover, and provide polynomial-time algorithms for fixed on several classes (tournaments, -bounded digraphs, acyclic local tournaments). They further establish W[1]-hardness for DAGs parameterized by , but show polynomial kernels for in-tournaments and out-tournaments when parameterized by and bounded independence number, and obtain FPT results for the case on in-/out-tournaments by reduction to 3-Hitting Set. The work advances understanding of transitive structure in directed graphs and offers kernelization and FPT tools relevant to preprocessing for graph drawing and orientation problems. The results illuminate a separation between tractable and intractable cases across graph classes and motivate future work on structural parameters for DAGs.

Abstract

In a digraph , an arc in is considered transitive if there is a path from to in . A digraph is transitive-free if it does not contain any transitive arc. In the Transitive-free Vertex Deletion (TVD) problem, the goal is to find at most vertices such that has no transitive arcs. In our work, we study a more general version of the TVD problem, denoted by -Relaxed Transitive-free Vertex Deletion (-RTVD), where we look for at most vertices such that has no more than transitive arcs. We explore -RTVD on various well-known graph classes of digraphs such as directed acyclic graphs (DAGs), planar DAGs, -bounded digraphs, tournaments, and their multiple generalizations such as in-tournaments, out-tournaments, local tournaments, acyclic local tournaments, and obtain the following results. Although the problem admits polynomial-time algorithms in tournaments, -bounded digraphs, and acyclic local tournaments for fixed values of , it remains NP-hard even in planar DAGs with maximum degree 6. In the parameterized realm, for -RTVD on in-tournaments and out-tournaments, we obtain polynomial kernels parameterized by for bounded independence number. But the problem remains fixed-parameter intractable on DAGs when parameterized by .

Paper Structure

This paper contains 14 sections, 22 theorems, 2 figures, 1 algorithm.

Key Result

Theorem 5

$\ell$-RTVD is NP-complete on planar directed acyclic graphs with maximum degree $6$.

Figures (2)

  • Figure 1: Examples of tournament (a), in-tournament (b), out-tournament (c), local-tournament (d).
  • Figure 2: Example of construction for \ref{['theo-planardag']}.

Theorems & Definitions (45)

  • Definition 1: Transitive arc
  • Definition 2: Tournament
  • Definition 3: Out-Tournament, In-Tournament, Local-Tournament
  • Definition 4: $\alpha$-bounded digraph
  • Theorem 5
  • Claim 1
  • proof
  • Theorem 6
  • Lemma 7
  • proof
  • ...and 35 more