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A note on the hyperbolic singular value decomposition without hyperexchange matrices

Numerical Analysis 2021-02-17 v2 Numerical Analysis Mathematical Physics math.MP

Abstract

We present a new formulation of the hyperbolic singular value decomposition (HSVD) for an arbitrary complex (or real) matrix without hyperexchange matrices and redundant invariant parameters. In our formulation, we use only the concept of pseudo-unitary (or pseudo-orthogonal) matrices. We show that computing the HSVD in the general case is reduced to calculation of eigenvalues, eigenvectors, and generalized eigenvectors of some auxiliary matrices. The new formulation is more natural and useful for some applications. It naturally includes the ordinary singular value decomposition.

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Cite

@article{arxiv.1812.02460,
  title  = {A note on the hyperbolic singular value decomposition without hyperexchange matrices},
  author = {D. S. Shirokov},
  journal= {arXiv preprint arXiv:1812.02460},
  year   = {2021}
}

Comments

15 pages

R2 v1 2026-06-23T06:33:56.213Z