|
週次 |
日期 |
單元主題 |
|
Week 1 |
|
Course info. and Introduction |
|
Week 3 |
|
Convex sets |
|
Week 4 |
|
Convex functions |
|
Week 5 |
|
Convex optimization problems |
|
Week 6 |
|
Duality (I) |
|
Week 8 |
|
Duality (II) |
|
Week 9 |
|
(no lecture - midterm week) |
|
Week 10 |
|
Unconstrained minimization*; Equality-constrained minimization* |
|
Week 11 |
|
Final project proposal presentation (Final project proposal due) |
|
Week 12 |
|
Interior-point methods* |
|
Week 13 |
|
Approximation and fitting* |
|
Week 14 |
|
Statistical estimation* |
|
Week 15 |
|
Geometric problems* |
|
Week 16 |
|
Summary and Review; Techniques for Non-convex problems* |
|
Week 17 |
|
Final exam |
|
Week 18 |
|
Final project report/presentation 1st version due (present in class) (Final-exam week) 10% penalty/work day; last grade submission: 01/20 |