Graph Reconstruction with Connectivity Queries
Abstract
We study a problem of reconstruction of connected graphs where the input gives all subsets of size k that induce a connected subgraph. Originally introduced by Bastide et al. (WG 2023) for triples (), this problem received comprehensive attention in their work, alongside a study by Qi, who provided a complete characterization of graphs uniquely reconstructible via their connected triples, i.e. no other graphs share the same set of connected triples. Our contribution consists in output-polynomial time algorithms that enumerate every triangle-free graph (resp. every graph with bounded maximum degree) that is consistent with a specified set of connected -sets. Notably, we prove that triangle-free graphs are uniquely reconstructible, while graphs with bounded maximum degree that are consistent with the same -sets share a substantial common structure, differing only locally. We suspect that the problem is NP-hard in general and provide a NP-hardness proof for a variant where the connectivity is specified for only some -sets (with at least 4).
Keywords
Cite
@article{arxiv.2407.07500,
title = {Graph Reconstruction with Connectivity Queries},
author = {Kacper Kluk and Hoang La and Marta Piecyk},
journal= {arXiv preprint arXiv:2407.07500},
year = {2024}
}