VII. Numerical Linear Algebra
Floating point arithmetic, conditioning, stability, iterative solvers, Jacobi, Gauss-Seidel, conjugate gradient, Krylov subspaces, QR algorithm, sparse and randomized methods.
| Chapter | Title |
|---|---|
| 85 | Floating Point Arithmetic |
| 86 | Conditioning and Stability |
| 87 | Error Analysis |
| 88 | Iterative Methods for Linear Systems |
| 89 | Jacobi Method |
| 90 | Gauss-Seidel Method |
| 91 | Conjugate Gradient Method |
| 92 | Krylov Subspaces |
| 93 | Power Iteration |
| 94 | QR Algorithm |
| 95 | Sparse Matrices |
| 96 | Structured Matrices |
| 97 | Randomized Linear Algebra |