1 |
Unconstrained Optimization Optimality Conditions |
2 |
Convex Unconstrained Optimization Optimality Conditions |
3 |
Newton's Method |
4 |
Quadratic Forms |
5 |
Steepest Descent Method |
6 |
Constrained Optimization Optimality Conditions I |
7 |
Constrained Optimization Optimality Conditions II |
8 |
Constrained Optimization Optimality Conditions III |
9 |
Projection Methods for Equality Constrained Problems |
10 |
Projection Methods/Penalty Methods |
11 |
Penalty Methods |
12 |
Barrier Methods, Conditional Gradient Method |
13 |
Midterm Exam |
14 |
Interior-Point Methods for Linear Optimization I |
15 |
Interior-Point Methods for Linear Optimization II |
16 |
Analysis of Convex Sets |
17 |
Analysis of Convex Functions |
18 |
Duality Theory I |
19 |
Duality Theory II |
20 |
Duality Theory III |
21 |
Duality Theory IV |
22 |
Generalized Programming and Subgradient Optimization |
23 |
Semidefinite Optimization I |
24 |
Semidefinite Optimization II |
25 |
Semidefinite Optimization III |
26 |
Extensions and Wrap-up |