JOURNAL ARTICLE

The Injectivity Radius of the Compact Stiefel Manifold under the Euclidean Metric

Ralf ZimmermannJakob Stoye

Year: 2025 Journal:   SIAM Journal on Matrix Analysis and Applications Vol: 46 (1)Pages: 298-309   Publisher: Society for Industrial and Applied Mathematics

Abstract

The injectivity radius of a manifold is an important quantity, both from a theoretical point of view and in terms of numerical applications. It is the largest possible radius within which all geodesics are unique and length-minimizing. In consequence, it is the largest possible radius within which calculations in Riemannian normal coordinates are well-defined. A matrix manifold that arises frequently in a wide range of practical applications is the compact Stiefel manifold of orthogonal p-frames in R n. We observe that geodesics on this manifold are space curves of constant Frenet curvatures. Using this fact, we prove that the injectivity radius on the Stiefel manifold under the Euclidean metric is π.

Keywords:
Mathematics Stiefel manifold Manifold (fluid mechanics) Metric (unit) Euclidean geometry RADIUS Pure mathematics Statistical manifold Euclidean distance Mathematical analysis Algebra over a field Combinatorics Geometry Scalar curvature Information geometry Curvature

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Citation History

Topics

Model Reduction and Neural Networks
Physical Sciences →  Physics and Astronomy →  Statistical and Nonlinear Physics
Probabilistic and Robust Engineering Design
Social Sciences →  Decision Sciences →  Statistics, Probability and Uncertainty

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