Enumerating Connected Dominating Sets

TL;DR

This paper presents an efficient algorithm for enumerating all minimal connected dominating sets in graphs, achieving sub-exponential time complexity and exploring theoretical bounds and limitations of such enumeration.

Contribution

It introduces a novel enumeration algorithm with sub-exponential runtime, establishes new lower bounds for minimal connected dominating sets, and analyzes complexity barriers for output-sensitive enumeration.

Findings

Enumeration algorithm runs in O(1.9896^n) time with polynomial space.

Constructed graph families with Omega(1.4890^n) minimal connected dominating sets.

Proved NP-completeness of certain extension problems and limitations for polynomial delay enumeration.

Abstract

The question to enumerate all inclusion-minimal connected dominating sets in a graph of order $n$ in time significantly less than $2^n$ is an open question that was asked in many places. We answer this question affirmatively, by providing an enumeration algorithm that runs in time $\mathcal{O}(1.9896^n)$, using polynomial space only. The key to this result is the consideration of this enumeration problem on 2-degenerate graphs, which is proven to be possible in time $\mathcal{O}(1.9767^n)$. We also show new lower bound results by constructing a family of graphs of order $n$ with $\Omega(1.4890^n)$ minimal connected dominating sets, while previous examples achieved $\Omega(1.4422^n)$. Our construction results in lower bounds for a few special graph classes. We also address essential questions concerning output-sensitive enumeration. Namely, we give reasons why our algorithm cannot be turned into an enumeration algorithm that guarantees polynomial delay without much efforts. More precisely, we prove that it is NP-complete to decide, given a graph $G$ and a vertex set $U$, if there exists a minimal connected dominating set $D$ with $U\subseteq D$, even if $G$ is known to be 2-degenerate. Our reduction also shows that even any subexponential delay is not easy to achieve for enumerating minimal connected dominating sets. Another reduction shows that no FPT-algorithms can be expected for this extension problem concerning minimal connected dominating sets, parameterized by $|U|$. We also relate our enumeration problem to the famous open Hitting Set Transversal problem, which can be phrased in our context as the question to enumerate all minimal dominating sets of a graph with polynomial delay by showing that a polynomial-delay enumeration algorithm for minimal connected dominating sets implies an affirmative algorithmic solution to the Hitting Set Transversal problem.