English

Constructive quasi-uniform sequences over triangles

Numerical Analysis 2026-04-07 v2 Numerical Analysis

Abstract

In this paper, we develop constructive algorithms for generating quasi-uniform point sets and sequences over arbitrary two-dimensional triangular domains. Our proposed method, called the \emph{Voronoi-guided greedy packing} algorithm, iteratively selects the point farthest from the current set among a finite candidate set determined by the Voronoi diagram of the triangle. Our main theoretical result shows that, after a finite number of iterations, the mesh ratio of the generated point set is at most~2, which is known to be optimal. We further analyze two existing triangular low-discrepancy point sets and prove that their mesh ratios are uniformly bounded, thereby establishing their quasi-uniformity. Finally, through a series of numerical experiments, we demonstrate that the proposed method provides an efficient and practical strategy for generating high-quality point sets on individual triangles.

Keywords

Cite

@article{arxiv.2511.07909,
  title  = {Constructive quasi-uniform sequences over triangles},
  author = {Hengjun Xu and Takashi Goda},
  journal= {arXiv preprint arXiv:2511.07909},
  year   = {2026}
}

Comments

revision, 31 pages, 10 figures

R2 v1 2026-07-01T07:31:23.633Z