Numerical Linear Algebra
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Lab # | Date Assigned |
Date Due |
Title |
Files |
Comments |
---|---|---|---|---|---|
0 | 23 Aug | 24 Aug | The MATHSTAT Network and MATLAB | [Word] [PDF] |
Using MATLAB on the MATHSTAT network at USC. |
1 | 30 Aug | 31 Aug | Entering Matrices and Vectors in MATLAB | Part I | Part II will be distributed in the lab.
All you need to turn in is the diary. The deadline for turning in the lab for credit is the beginning of class on August 31 (10:10am). |
2 | 6 Sep | 7 Sep | Solving Triangular Systems | Part I | Keep the M-files for forward and backward. You will need them for some of the upcoming labs. |
3 | 13 Sep | 14 Sep | The LU Factorization | Part I | The LU factorization should be almost second-nature to you by now. As you work this lab, think about the work that is involved in each step and what problems could possibly arise during these computations. |
4 | 20 Sep | 21 Sep | Using the PA=LU Factorization to Solve Ax=b | Part I | |
5 | 27 Sep | 28 Sep | Solving Tridiagonal Systems | Part I | |
6 | 4 Oct | 5 Oct | Two-Dimensional Plotting | Part I | |
7 | 11 Oct | 12 Oct | The Sherman-Morrison Algorithm | Part I | This lab requires the use of the forward and
trisolve M-files created in earlier labs. See also Chapter 8 in the course notes. |
8 | 18 Oct | 19 Oct | Condition Numbers and Relative Error | Part I | See also Chapters 9 and 10 in the course notes. |
25 Oct | No lab this week; study for Exam 2 | ||||
9 | 1 Nov | 2 Nov | The Jacobi Method | Part I | |
10 | 8 Nov | 9 Nov | The Gauss-Seidel Method | Part I (§ 001) (§ 002) | You will want to use the script files created in Lab 9: jacobi1.m and jacobi2.m. |
11 | 15 Nov | 16 Nov | Condition Numbers and Iterative Solvers | Part I | This lab uses two M-files created in Lab 10: Jacobi.m and GS.m. |
12 | 22 Nov | 22 Nov | The Power Method | Part I |
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13 | 29 Nov | 30 Nov | Eigenvalue Analysis of a Model for an Owl Population | Part I | |
Extra | 30 Nov | 9 Dec | Extra Credit Lab | Questions | Hill Substitution Cipher |
Notes: