On Supergraphs Satisfying CMSO Properties

TL;DR

This paper presents an algorithmic framework for determining the existence of supergraphs with bounded treewidth satisfying CMSO properties, with applications to planar and bounded genus supergraphs, advancing graph completion algorithms.

Contribution

It introduces a constructive algorithmic metatheorem for CMSO properties on supergraphs with bounded treewidth, including explicit algorithms for planar and bounded genus supergraphs.

Findings

Algorithm determines existence of supergraphs with bounded treewidth satisfying CMSO properties.

Explicit algorithm for planar supergraphs of bounded diameter.

Proves fixed parameter tractability for k-outerplanar supergraphs with bounded diameter.

Abstract

Let CMSO denote the counting monadic second order logic of graphs. We give a constructive proof that for some computable function $f$, there is an algorithm $\mathfrak{A}$ that takes as input a CMSO sentence $\varphi$, a positive integer $t$, and a connected graph $G$ of maximum degree at most $\Delta$, and determines, in time $f(|\varphi|,t)\cdot 2^{O(\Delta \cdot t)}\cdot |G|^{O(t)}$, whether $G$ has a supergraph $G'$ of treewidth at most $t$ such that $G'\models \varphi$. The algorithmic metatheorem described above sheds new light on certain unresolved questions within the framework of graph completion algorithms. In particular, using this metatheorem, we provide an explicit algorithm that determines, in time $f(d)\cdot 2^{O(\Delta \cdot d)}\cdot |G|^{O(d)}$, whether a connected graph of maximum degree $\Delta$ has a planar supergraph of diameter at most $d$. Additionally, we show that for each fixed $k$, the problem of determining whether $G$ has an $k$-outerplanar supergraph of diameter at most $d$ is strongly uniformly fixed parameter tractable with respect to the parameter $d$. This result can be generalized in two directions. First, the diameter parameter can be replaced by any contraction-closed effectively CMSO-definable parameter $\mathbf{p}$. Examples of such parameters are vertex-cover number, dominating number, and many other contraction-bidimensional parameters. In the second direction, the planarity requirement can be relaxed to bounded genus, and more generally, to bounded local treewidth.