Generalizations of singular value decomposition to dual-numbered matrices

Linear & Multilinear Algebra(2021)

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摘要
We present a generalisation of Singular Value Decomposition to arbitrary square dual-numbered matrices. This generalises a classification of invertible $2 \times 2$ dual matrices found in Yaglom's 1968 book \emph{Complex numbers in geometry}. Unlike the Singular Value Decomposition over real numbers or over complex numbers, our generalisation replaces diagonal matrices with block diagonal matrices where the blocks may be $1 \times 1$ or $2 \times 2$.
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关键词
Singular value decomposition,linear algebra,dual numbers
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