Computing the Riemannian Logarithm on the Stiefel Manifold: Metrics, Methods, and Performance

نویسندگان

چکیده

We address the problem of computing Riemannian normal coordinates on real, compact Stiefel manifold orthonormal frames. The are based so-called exponential and associated logarithm map enable one to transfer almost any computational procedure realm manifold. To compute is solve (local) geodesic endpoint problem. Instead restricting consideration geodesics with respect a single selected metric, we consider family metrics introduced by Hüper, Markina, Silva Leite that includes Euclidean canonical metric as prominent examples. As main contributions, provide (1) unified, structured, reduced formula for geodesics. unified in sense it works full under consideration. It structured relies matrix exponentials skew-symmetric matrices exclusively. relation dimension which have be calculated. (2) method tackle numerically, (3) improve existing log algorithm terms efficiency. findings illustrated means numerical examples, where novel algorithms prove most efficient methods known this date.

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ژورنال

عنوان ژورنال: SIAM Journal on Matrix Analysis and Applications

سال: 2022

ISSN: ['1095-7162', '0895-4798']

DOI: https://doi.org/10.1137/21m1425426