Polynomial-Delay Enumeration of Large Maximal Common Independent Sets in Two Matroids and Beyond

July 18, 2023 ยท The Ethereal ยท ๐Ÿ› International Symposium on Mathematical Foundations of Computer Science

๐Ÿ”ฎ THE ETHEREAL: The Ethereal
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Authors Yasuaki Kobayashi, Kazuhiro Kurita, Kunihiro Wasa arXiv ID 2307.08948 Category math.CO: Combinatorics Cross-listed cs.DS Citations 1 Venue International Symposium on Mathematical Foundations of Computer Science Last Checked 3 months ago
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 $ฯ„$, the goal is to enumerate all maximal common independent sets in the matroids with cardinality at least $ฯ„$. 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 $ฯ„$, 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.
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