Math 295 Numerical Analysis
Welcome to the course webpage for Fall 2019 Numerical Analysis.| Syllabus | Notes | MATLAB |
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Instructor Info
Rob Thompson rthompson@carleton.eduAnderson 238 x4366
Office hours: see here
Course Schedule
| Info | Reading | Problems | Other |
|---|---|---|---|
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Sep 16 - Sep 22 inner products and norms orthogonality singular value decomposition |
[TB] Lectures 1-4 | Problem Set #1 | Install MATLAB |
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Sep 23 - Sep 29 svd existence proof low rank approximation |
[TB] Lectures 4,5 [CG] Chapter 5.3 |
Problem Set #2 | Retro SVD video |
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Sep 30 - Oct 6 svd and data principal component analysis |
[CG] Chapter 5.3 cont. | Problem Set #3 |
Exam 1 due Oct 11 at 4a |
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Oct 7 - Oct 13 least-squares |
[TB] Lecture 11 [CG] 6.1-6.4 |
Problem Set #4 | |
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Oct 14 - Oct 20 conditioning |
[H] 2.3.3-2.3.4, 3.3 and/or [TB] Lectures 12, 18 |
Problem Set #5 | |
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Oct 21 - Oct 27 least-norm least squares regularized least squares |
Boyd's notes Leykekhman's notes |
Problem Set #6 |
Exam 2 due Nov 1 at 4a |
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Oct 28 - Nov 3 linear programming duality |
[F] Chapters 1-3 and/or [GKT] 2.1-2.5, 4.1-4.2 |
Problem Set #7 | |
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Nov 4 - Nov 10 simplex method |
[F] Chapters 3-4 | Problem Set #8 | |
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Nov 11 - Nov 17 projects |
none | none |
Exam 3 due Nov 20 at 4a |
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Nov 18 - Nov 25 projects |
none | none |