mlsanityData to 14 Oct 2026

Fast singular value decay for Lyapunov solutions with nonnormal coefficients

arXiv 1410.8741 ↗First posted 31 Oct 2014math.NA cs.NA math.OCcited by 2

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Abstract (arXiv)

Lyapunov equations with low-rank right-hand sides often have solutions whose singular values decay rapidly, enabling iterative methods that produce low-rank approximate solutions. All previously known bounds on this decay involve quantities that depend quadratically on the departure of the coefficient matrix from normality: these bounds suggest that the larger the departure from normality, the slower the singular values will decay. We show this is only true up to a threshold, beyond which a larger departure from normality can actually correspond to faster decay of singular values: if the singular values decay slowly, the numerical range cannot extend far into the right-half plane.

Key facts. Cited by 2 papers in the map (data through 14 Oct 2026). First posted on arXiv 31 Oct 2014.

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2 papers.