Majorization and doubly stochastic matrices. Matrix Decomposition Theorems
(Polar, QR, LR, SVD etc.) and their applications. Perturbation Theory.
• Nonnegative matrices and their applications. Wavelets and the Fast Fourier
Transform. Basic ideas of matrix computations.