Polynomial-Delay Enumeration of Large Maximal Common Independent Sets in Two Matroids and Beyond
Abstract
Finding a maximum cardinality common independent set in two matroids (also known as \textsc{Matroid Intersection}) is a classical combinatorial optimization problem, which generalizes several well-known problems, such as finding a maximum bipartite matching, a maximum colorful forest, and an arborescence in directed graphs. Enumerating all maximal common independent sets in two (or more) matroids is a classical enumeration problem. In this paper, we address an ``intersection'' of these problems: Given two matroids and a threshold , the goal is to enumerate all maximal common independent sets in the matroids with cardinality at least . We show that this problem can be solved in polynomial delay and polynomial space. Moreover, our technique can be extended to a more general problem, which is relevant to Matroid Matching. We give a polynomial-delay and polynomial-space algorithm for enumerating all maximal ``matchings'' with cardinality at least , assuming that the optimization counterpart is ``tractable'' in a certain sense. This extension allows us to enumerate small minimal connected vertex covers in subcubic graphs. We also discuss a framework to convert enumeration with cardinality constraints into ranked enumeration.
Keywords
Cite
@article{arxiv.2307.08948,
title = {Polynomial-Delay Enumeration of Large Maximal Common Independent Sets in Two Matroids and Beyond},
author = {Yasuaki Kobayashi and Kazuhiro Kurita and Kunihiro Wasa},
journal= {arXiv preprint arXiv:2307.08948},
year = {2024}
}