Structurally Parameterized d-Scattered Set

TL;DR

This paper studies the computational complexity of the d-Scattered Set problem, providing algorithms and hardness results based on graph parameters like treewidth and vertex cover, and offering an approximation scheme.

Contribution

It introduces new algorithms and tight lower bounds for d-Scattered Set, generalizing known results for Independent Set and exploring parameterized complexity.

Findings

An $O^*(d^{tw})$-time algorithm for fixed $d$ and treewidth.

Matching SETH-based lower bounds for the algorithm's performance.

W[1]-hardness results for vertex cover and feedback vertex set parameters.

Abstract

In $d$-Scattered Set we are given an (edge-weighted) graph and are asked to select at least $k$ vertices, so that the distance between any pair is at least $d$, thus generalizing Independent Set. We provide upper and lower bounds on the complexity of this problem with respect to various standard graph parameters. In particular, we show the following: - For any $d\ge2$, an $O^*(d^{\textrm{tw}})$-time algorithm, where $\textrm{tw}$ is the treewidth of the input graph. - A tight SETH-based lower bound matching this algorithm's performance. These generalize known results for Independent Set. - $d$-Scattered Set is W[1]-hard parameterized by vertex cover (for edge-weighted graphs), or feedback vertex set (for unweighted graphs), even if $k$ is an additional parameter. - A single-exponential algorithm parameterized by vertex cover for unweighted graphs, complementing the above-mentioned hardness. - A $2^{O(\textrm{td}^2)}$-time algorithm parameterized by tree-depth ($\textrm{td}$), as well as a matching ETH-based lower bound, both for unweighted graphs. We complement these mostly negative results by providing an FPT approximation scheme parameterized by treewidth. In particular, we give an algorithm which, for any error parameter $\epsilon > 0$, runs in time $O^*((\textrm{tw}/\epsilon)^{O(\textrm{tw})})$ and returns a $d/(1+\epsilon)$-scattered set of size $k$, if a $d$-scattered set of the same size exists.