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Geodesic cycles on the Sphere: $t$-designs and Marcinkiewicz-Zygmund Inequalities

Martin Ehler, Karlheinz Gröchenig, Clemens Karner

TL;DR

This work studies geodesic cycles on the sphere as both $t$-design curves and carriers of Marcinkiewicz–Zygmund inequalities. It develops a two-track approach: explicit analytic and numerically beautified geodesic cycles that realize $t$-design properties for small $t$ (notably $t=2$ and $t=3$ on $\mathbb{S}^2$), and a general existence theory showing curves achieving mz inequalities with length growth $\ell(\gamma^{(t)}_{d,\varepsilon}) \le C_{d,\varepsilon} t^{d-1}$ in any dimension. The construction combines a two-step numerical minimization and a rigorous beautification procedure, including parameterized families derived from Platonic solids and symmetry arguments, to produce $2$- and $3$-design geodesic cycles and guided attempts toward $5$-design cycles. Separately, the paper builds a mz-curve framework via area-regular partitions and Euler cycles, establishing that curves crossing $t$-design partitions inherit norm equivalences $A_d^{1/p}(1-\varepsilon)\|f\|_{L^p} \le \|f\|_{L^p(\gamma)} \le B_d^{1/p}(1+\varepsilon)\|f\|_{L^p}$ with length $O(t^{d-1})$, thus enabling discretization of $L^p$ norms along curves. The results advance curve-based sampling and quadrature on spheres, with potential implications for mobile sampling and curve-aware numerical integration on spherical domains.

Abstract

A geodesic cycle is a closed curve that connects finitely many points along geodesics. We study geodesic cycles on the sphere in regard to their role in equal-weight quadrature rules and approximation.

Geodesic cycles on the Sphere: $t$-designs and Marcinkiewicz-Zygmund Inequalities

TL;DR

This work studies geodesic cycles on the sphere as both -design curves and carriers of Marcinkiewicz–Zygmund inequalities. It develops a two-track approach: explicit analytic and numerically beautified geodesic cycles that realize -design properties for small (notably and on ), and a general existence theory showing curves achieving mz inequalities with length growth in any dimension. The construction combines a two-step numerical minimization and a rigorous beautification procedure, including parameterized families derived from Platonic solids and symmetry arguments, to produce - and -design geodesic cycles and guided attempts toward -design cycles. Separately, the paper builds a mz-curve framework via area-regular partitions and Euler cycles, establishing that curves crossing -design partitions inherit norm equivalences with length , thus enabling discretization of norms along curves. The results advance curve-based sampling and quadrature on spheres, with potential implications for mobile sampling and curve-aware numerical integration on spherical domains.

Abstract

A geodesic cycle is a closed curve that connects finitely many points along geodesics. We study geodesic cycles on the sphere in regard to their role in equal-weight quadrature rules and approximation.
Paper Structure (16 sections, 11 theorems, 86 equations, 6 figures)

This paper contains 16 sections, 11 theorems, 86 equations, 6 figures.

Key Result

Theorem 1.1

There are constants $0<A_d, B_d,C_d<\infty$ and a sequence of geodesic cycles $(\gamma^{(t)})_{t\in\mathbb{N}}$ in $\mathbb{S}^d$ with the following properties: (i) For all $p\in [1,\infty ]$ and all degrees $t\in\mathbb{N}$, the norm equivalence holds for all algebraic polynomials $f$ of $d+1$ variables of degree $t$, and (ii) the length of the curves is bounded by

Figures (6)

  • Figure 1: Visualizations of the geodesic $t$-design cycles constructed in Section \ref{['sec:num']}.
  • Figure 2: Curves in Example \ref{['ex:S2']}.
  • Figure 4: Numerical candidates of geodesic $5$-design cycles.
  • Figure 5: The geodesic chains $\Gamma^{(2,a)}$ and $\Gamma^{(3,a)}$ in Theorem \ref{['thm:2dt simple']}.
  • Figure 6: Each of the functions $h_2$ and $h_3$ in \ref{['eq:a2 parameter']} and \ref{['eq:a3 parameter']} has exactly one root in the interval $(0,1]$.
  • ...and 1 more figures

Theorems & Definitions (22)

  • Theorem 1.1
  • Example 2.1: Smooth $t$-design curves in $\mathbb{S}^2$
  • Proposition 2.1
  • proof
  • Example 2.2: Smooth $t$-design curves in $\mathbb{S}^{2m-1}$
  • Lemma 3.1
  • proof
  • Theorem 3.2
  • proof
  • Remark 3.1
  • ...and 12 more