Linear Systems and Optimization |
Convex Optimization I
Handouts
Lecture Notes
| Handout Name | Handout Usage |
|---|---|
| Introduction | Lecture 1 |
| Convex Sets | Lecture2 |
| Convex Functions | Lectures 3-4 |
| Convex Optimization Problems | Lectures 5-7 |
| Duality | Lectures 8-7 |
| Approximation and Fitting | Lecture 10 |
| Statistical Estimation | Lectures 11-12 |
| Geometric Problems | Lectures 12-13 |
| Numerical Linear Algebra Background | Lectures 13-14 |
| Unconstrained Minimization | Lectures 15-16 |
| Equality Constrained Minimization | Lectures 16-17 |
| Interior-point Methods | Lectures 17-19 |
| Conclusions | Lecture 19 |
Additional Lecture Notes:
| Handout Name |
|---|
| Convex Optimization Examples |
| Filter Design and Equalization |
| Disciplined Convex Programming and CVX |
Review Session Notes
| Session | Handout Usage |
|---|---|
| Review Session 1 | Lectures 1-2 |
| Review Session 2 | Lectures 3-4 |
| Review Session 3 | Lectures 5-6 |
| Review Session 4 | Lectures 7-8 |
| Review Session 5 | Lectures 9-10 |
| Review Session 6 | Lectures 11-13 |
| Review Session 7 | Lecture 14 |
| Review Session 8 | Lectures 15-16 |
| Review Session 9 | Lectures |
Download complete set of course materials. (Includes all available handouts, assignments, exams, and computer software. Does not include video assets)
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