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A note on unshifted lattice rules for high-dimensional integration in weighted unanchored Sobolev spaces

Published: April 20, 2025 | arXiv ID: 2504.14768v1

By: Takashi Goda

Potential Business Impact:

Finds better ways to solve hard math problems.

Business Areas:
A/B Testing Data and Analytics

This short article studies a deterministic quasi-Monte Carlo lattice rule in weighted unanchored Sobolev spaces of smoothness $1$. Building on the error analysis by Kazashi and Sloan, we prove the existence of unshifted rank-1 lattice rules that achieve a worst-case error of $O(n^{-1/4}(\log n)^{1/2})$, with the implied constant independent of the dimension, under certain summability conditions on the weights. Although this convergence rate is inferior to the one achievable for the shifted-averaged root mean squared worst-case error, the result does not rely on random shifting or transformation and holds unconditionally without any conjecture, as assumed by Kazashi and Sloan.

Country of Origin
🇯🇵 Japan

Page Count
6 pages

Category
Mathematics:
Numerical Analysis (Math)