Exercise 293Topology › Topology of Mn(ℝ) › Rank, spectrum and normsL2Added 6 Nov 2026
Trace and determinant bounded by the operator norm
#operator norm#singular values#trace#determinant
Statement
On we use the operator norm (the largest singular value ). Show that for every
Hint
For the determinant, write as a product of singular values. For the trace, write and use Cauchy-Schwarz.
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Solution
Trace. In the standard basis, . For each , by Cauchy-Schwarz,
Summing the terms gives .
Determinant. Let be a singular value decomposition, with orthogonal and . Orthogonal matrices have determinant , hence
Check. For : , and .
Remark. Both bounds are attained by (trace) and by any orthogonal matrix times a scalar (determinant). The inequality says that is a polynomial map of degree with a controlled growth, which is useful to prove its continuity and to estimate the distance of a matrix to the singular matrices.