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Solving Partial Dominating Set and Related Problems Using Twin-Width

Published: April 25, 2025 | arXiv ID: 2504.18218v2

By: Jakub Balabán, Daniel Mock, Peter Rossmanith

Potential Business Impact:

Solves hard computer puzzles faster using graph structure.

Business Areas:
A/B Testing Data and Analytics

Partial vertex cover and partial dominating set are two well-investigated optimization problems. While they are $\rm W[1]$-hard on general graphs, they have been shown to be fixed-parameter tractable on many sparse graph classes, including nowhere-dense classes. In this paper, we demonstrate that these problems are also fixed-parameter tractable with respect to the twin-width of a graph. Indeed, we establish a more general result: every graph property that can be expressed by a logical formula of the form $\phi\equiv\exists x_1\cdots \exists x_k \sum_{\alpha \in I} \#y\,\psi_\alpha(x_1,\ldots,x_k,y)\ge t$, where $\psi_\alpha$ is a quantifier-free formula for each $\alpha \in I$, $t$ is an arbitrary number, and $\#y$ is a counting quantifier, can be evaluated in time $f(d,k)n$, where $n$ is the number of vertices and $d$ is the width of a contraction sequence that is part of the input. In addition to the aforementioned problems, this includes also connected partial dominating set and independent partial dominating set.

Page Count
23 pages

Category
Computer Science:
Data Structures and Algorithms