MathCastle
Linear AlgebraChallengeSingular Values & the SVD

Singular Values & the SVD · Challenge problem

For the rank-one matrix A=(2412)A = \begin{pmatrix}2&4\\1&2\end{pmatrix}, the single nonzero singular value satisfies σ12=tr(ATA)\sigma_1^2 = \mathrm{tr}(A^{\mathsf T}A). Compute σ1\sigma_1.