English

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 kk 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 1k\frac{1}{k}. We show that no (randomized) online algorithm has competitive ratio better than 2+o(1)k\frac{2+o(1)}{k}. If edges are allowed to be assigned fractionally, we give a deterministic online algorithm with competitive ratio 1o(1)ln(k)\frac{1-o(1)}{\ln(k)} and show that no online algorithm can have competitive ratio strictly better than 1+o(1)ln(k)\frac{1+o(1)}{\ln(k)}. Lastly, we give a 1o(1)ln(k)\frac{1-o(1)}{\ln(k)} competitive algorithm for the fractional edge-weighted version of the problem under a free disposal assumption.

Keywords

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}
}
R2 v1 2026-06-28T14:47:50.675Z