English

On Solving the Maximum $k$-club Problem

Data Structures and Algorithms 2014-04-04 v2 Logic in Computer Science

Abstract

Given a simple undirected graph GG, the maximum kk-club problem is to find a maximum-cardinality subset of nodes inducing a subgraph of diameter at most kk in GG. This NP-hard generalization of clique, originally introduced to model low diameter clusters in social networks, is of interest in network-based data mining and clustering applications. We give two MAX-SAT formulations of the problem and show that two exact methods resulting from our encodings outperform significantly the state-of-the-art exact methods when evaluated both on sparse and dense random graphs as well as on diverse real-life graphs from the literature.

Keywords

Cite

@article{arxiv.1403.5111,
  title  = {On Solving the Maximum $k$-club Problem},
  author = {Andreas Wotzlaw},
  journal= {arXiv preprint arXiv:1403.5111},
  year   = {2014}
}
R2 v1 2026-06-22T03:30:43.082Z