Date | Topics | Reference | Homework |
---|---|---|---|
30.09 | Optimization problems, Examples Convex optimization problems can be solved efficiently |
BV1, MG2 | |
1.10 | Convex sets: definitions, important examples closure under intersections and affine functions |
BV2.1-2.3 | |
2.10 | Pr.: Basic examples in CVXPY | Pr1 Sol1 | |
7.10 | Separating and supporting hyperplane theorem (+proof) Basic examples of convex functions |
BV 2.5, 3.1 | |
8.10 | first and second order criterion for convexity, epigraph and sublevel sets | BV 3.1 | |
9.10 | Pr.: Convex sets and functions | Pr2 | |
14.10 | Operations that preserve convexity, important definitions for optimization problems | BV 3.2, 4.1 | |
15.10 | |||
16.10 | Pr.: | HW1 - due 30.10 | |
21.10 | |||
22.10 | |||
23.10 | Pr.: | ||
Independence day | |||
29.10 | |||
30.10 | Pr.: | HW2 - due 13.11 | |
4.11 | |||
5.11 | |||
6.11 | Pr.: | ||
Dean's sports day | |||
12.11 | |||
13.11 | Pr.: | HW3 - due 27.11 | |
18.11 | |||
19.11 | |||
20.11 | Pr.: | ||
25.11 | |||
26.11 | |||
27.11 | Pr.: | HW4 - due 11.12 | |
2.12 | |||
3.12 | |||
4.12 | Pr.: | ||
9.12 | |||
10.12 | |||
11.12 | Pr.: | HW5 - due 7.1 | |
16.12 | |||
17.12 | |||
18.12 | Pr.: | ||
5.1 | |||
6.1 | |||
7.1 | Pr.: |