English

Lower Bounds for Testing Directed Acyclicity in the Unidirectional Bounded-Degree Model

Data Structures and Algorithms 2026-04-16 v1

Abstract

We study property testing of directed acyclicity in the unidirectional bounded-degree oracle model, where a query to a vertex reveals its outgoing neighbors. We prove that there exist absolute constants d0Nd_0\in\mathbb{N} and ε>0\varepsilon>0 such that for every constant dd0d\ge d_0, any one-sided ε\varepsilon-tester for acyclicity on nn-vertex digraphs of maximum outdegree at most dd requires Ω~(n2/3)\widetilde{\Omega}(n^{2/3}) queries. This improves the previous Ω~(n5/9)\widetilde{\Omega}(n^{5/9}) lower bound for one-sided testing of acyclicity in the same model. We also prove that, under the same degree assumption, any two-sided ε\varepsilon-tester requires Ω(n)\Omega(\sqrt n) queries, improving the previous Ω(n1/3)\Omega(n^{1/3}) lower bound. We further prove an Ω(n)\Omega(n) lower bound for tolerant testing for some absolute constant outdegree bound dd by reduction from bounded-degree 33-colorability.

Cite

@article{arxiv.2604.13577,
  title  = {Lower Bounds for Testing Directed Acyclicity in the Unidirectional Bounded-Degree Model},
  author = {Yuichi Yoshida},
  journal= {arXiv preprint arXiv:2604.13577},
  year   = {2026}
}
R2 v1 2026-07-01T12:10:16.919Z