Rayleigh quotientsTheorem
Fo a symmetric matrix Proof: The proof of the expression above derives from the SED of the matrix, and the invariance of the Euclidean norm constraint under orthogonal transformations. We show this only for the largest eigenvalue; the proof for the expression for the smallest eigenvalue follows similar lines. Indeed, with |