Past exam of the numerical linear algebra course of the University of Oxford / 2011 / 1 / d

For the matrix's Euclidean operator norm, orthogonal invariance of the Euclidean norm givesTaking $x=v_1$ gives equality, so $\Vert A{\Vert }_2={\sigma }_1$. For the Frobenius norm, the trace identity and the singular value decomposition giveConsequentlyHere the Euclidean matrix norm means the operator norm induced by the vector Euclidean norm, rather than the entrywise Euclidean length, which is the Frobenius norm.