Optimization
Unit 1: Introduction, Univariate Problems
Unit 2: Multivariate Problems, Gradient-Based Methods
Unit 4: Optimization for Machine Learning
Unit 5: Constrained Optimization, Linear Programming
Unit 7: Discrete Optimization and Heuristics
Announcements
In Unit 4
- added solutions to exercises
In Unit 5
- Rearranged material for week 14
In Unit 4:
- Updated slides lec 11
- Added slides lec 12.
- Added Slides lec 11 in Unit 4.
Unit 3:
- Corrected link to contents in first assignment.
- Added solutions to sheet 4.
- Added slides lec 10.
- Added Sheet 4 in Unit 3.
Unit 2:
- added solutions to sheet03
- first obligatory assignment published
Unit 3:
- Updated page for unit 3 in week 11
Unit 02
-
Added solutions sheet02
-
Added slides lec06
-
Added sheet 3.
Unit 2:
- Added first part of the set of exercises in Sheet02.
Added:
- to unit 2:
- slides for the class on Thursday
Added:
- to unit 1:
- solutions to sheet 1
The course starts Monday, February 3, 2025 in U142.
Explore this page and learn where to find things.
Under “Classes” you will find the units of the course. The material will be updated during the course.
The “Tutorials” are for self study and you can already work on them reviewing Python Programming and Calculus.