Almost Tight Bounds for Online Hypergraph Matching
Data Structures and Algorithms
2024-02-15 v1
Abstract
In the online hypergraph matching problem, hyperedges of size over a common ground set arrive online in adversarial order. The goal is to obtain a maximum matching (disjoint set of hyperedges). A na\"ive greedy algorithm for this problem achieves a competitive ratio of . We show that no (randomized) online algorithm has competitive ratio better than . If edges are allowed to be assigned fractionally, we give a deterministic online algorithm with competitive ratio and show that no online algorithm can have competitive ratio strictly better than . Lastly, we give a competitive algorithm for the fractional edge-weighted version of the problem under a free disposal assumption.
Cite
@article{arxiv.2402.08775,
title = {Almost Tight Bounds for Online Hypergraph Matching},
author = {Thorben Tröbst and Rajan Udwani},
journal= {arXiv preprint arXiv:2402.08775},
year = {2024}
}