Everything you always wanted to know about the parameterized complexity of Subgraph Isomorphism (but were afraid to ask)
Abstract
Given two graphs and , the Subgraph Isomorphism problem asks if is isomorphic to a subgraph of . While NP-hard in general, algorithms exist for various parameterized versions of the problem: for example, the problem can be solved (1) in time using the color-coding technique of Alon, Yuster, and Zwick; (2) in time using Courcelle's Theorem; (3) in time using a result on first-order model checking by Frick and Grohe; or (4) in time for connected using the algorithm of Matou\v{s}ek and Thomas. Already this small sample of results shows that the way an algorithm can depend on the parameters is highly nontrivial and subtle. We develop a framework involving 10 relevant parameters for each of and (such as treewidth, pathwidth, genus, maximum degree, number of vertices, number of components, etc.), and ask if an algorithm with running time exist, where each of is one of the 10 parameters depending only on or . We show that {\em all} the questions arising in this framework are answered by a set of 11 maximal positive results (algorithms) and a set of 17 maximal negative results (hardness proofs); some of these results already appear in the literature, while others are new in this paper. On the algorithmic side, our study reveals for example that an unexpected combination of bounded degree, genus, and feedback vertex set number of gives rise to a highly nontrivial algorithm for Subgraph Isomorphism. On the hardness side, we present W[1]-hardness proofs under extremely restricted conditions, such as when is a bounded-degree tree of constant pathwidth and is a planar graph of bounded pathwidth.
Keywords
Cite
@article{arxiv.1307.2187,
title = {Everything you always wanted to know about the parameterized complexity of Subgraph Isomorphism (but were afraid to ask)},
author = {Dániel Marx and Michał Pilipczuk},
journal= {arXiv preprint arXiv:1307.2187},
year = {2013}
}
Comments
85 pages, 16 figures; program and input data file can be found as ancillary files. Version [v2]: revised conclusions, ancillary files added properly. Version [v3]: added a remark about fixed-parameter tractability of the Conjoining Matching problem following from Lemma 3.2