Let A be an m n real matrix. Show there exist orthonormal bases for Rn and Rm with respect towhich the linear transformation T :

Let A be an m × n real matrix. Show there exist orthonormal bases for Rn and Rm with respect towhich the linear transformation T : Rn → Rm given by T x = Ax, is the diagonal matrix D that appearsin the singular value decomposition of A