/nla2019_ozon

NLA course in OZON Masters

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Numerical Linear Algebra in OZON Masters, Fall 2019

Date Lectures Practice sessions Home assignments
21.09.2019 General info about the course. Floating point numbers. Vector norms. Matrix norms and unitary matrices Seminar 1
23.09.2019 Matrix rank. Low-rank approximation and SVD. Linear systems
30.09.2019 Matrix multiplication and memory hierarchy. QR decomposition and how we compute it Seminar 2 HW1 (Deadline: November, 3, 01:00)
07.10.2019 Seminar 3 Seminar 4
14.07.2019 Canceled due to super typhoon in Japan
21.10.2019 Eigenvalues and eigenvectors. Schur decomposition and how we compute it Seminar 5
28.10.2019 Seminar 6
04.11.2019 SVD and how we compute it. Sparse matrices: how we store them and compute LU decomposition. Spectral partitioning and Fiedler vector
11.11.2019 Intro to iterative methods. Krylov subspace. Great iterative methods: CG and GMRES HW2 (Deadline: December, 9, 01:00)
18.11.2019 Seminar 7
25.11.2019 Preconditioners and iterative methods for eigenvalue problem
02.12.2019 Seminar 8
09.12.2019 Structured matrices, convolutions, FFT, Toeplitz matrices
16.12.2019 Matrix functions and matrix equations