English

Combining Crown Structures for Vulnerability Measures

Data Structures and Algorithms 2024-12-02 v2

Abstract

Over the past decades, various metrics have emerged in graph theory to grasp the complex nature of network vulnerability. In this paper, we study two specific measures: (weighted) vertex integrity (wVI) and (weighted) component order connectivity (wCOC). These measures not only evaluate the number of vertices required to decompose a graph into fragments, but also take into account the size of the largest remaining component. The main focus of our paper is on kernelization algorithms tailored to both measures. We capitalize on the structural attributes inherent in different crown decompositions, strategically combining them to introduce novel kernelization algorithms that advance the current state of the field. In particular, we extend the scope of the balanced crown decomposition provided by Casel et al.~[7] and expand the applicability of crown decomposition techniques. In summary, we improve the vertex kernel of VI from p3p^3 to p2p^2, and of wVI from p3p^3 to 3(p2+p1.5p)3(p^2 + p^{1.5} p_{\ell}), where p<pp_{\ell} < p represents the weight of the heaviest component after removing a solution. For wCOC we improve the vertex kernel from O(k2W+kW2)\mathcal{O}(k^2W + kW^2) to 3μ(k+μW)3\mu(k + \sqrt{\mu}W), where μ=max(k,W)\mu = \max(k,W). We also give a combinatorial algorithm that provides a 2kW2kW vertex kernel in FPT-runtime when parameterized by rr, where rkr \leq k is the size of a maximum (W+1)(W+1)-packing. We further show that the algorithm computing the 2kW2kW vertex kernel for COC can be transformed into a polynomial algorithm for two special cases, namely when W=1W=1, which corresponds to the well-known vertex cover problem, and for claw-free graphs. In particular, we show a new way to obtain a 2k2k vertex kernel (or to obtain a 2-approximation) for the vertex cover problem by only using crown structures.

Keywords

Cite

@article{arxiv.2405.02378,
  title  = {Combining Crown Structures for Vulnerability Measures},
  author = {Katrin Casel and Tobias Friedrich and Aikaterini Niklanovits and Kirill Simonov and Ziena Zeif},
  journal= {arXiv preprint arXiv:2405.02378},
  year   = {2024}
}
R2 v1 2026-06-28T16:16:00.629Z