Basics of Applied Mathematics - Part III on Optimization

Prof. Dr. Moritz Diehl and Léo Simpson

 

This webpage concerns one part of a more general course called Basics of Applied Mathematics (BAM) (link to the page of the previous year), which is part of the Master program Mathematics in Data and Technology. This course is taught in three parts, and each part lasts for 5 weeks.

The current page concerns the material related to Part III on Optimization, for which the lectures and exercises take place from XXX to XXX

 

Meetings

The lectures take place every XXXday XX:00 - XX:00  and XXXday, XX:00 - XX:00 in Room HS II, Albertstraße 23b, 79104 Freiburg. (Institutsviertel). There will also be exercise sessions.

 

Manuscript

 Lecture Notes (07.02.2025)

 

Exercises

 

Topic
 Questions
 Notebooks (exercise) Notebooks (solutions)
Introduction to PythonInstallation guidenotebook 0 
Optimization problems ---
Convexity ---
Gradient descent ---
Accelerated methods - --

 

 

 

Contacts: moritz.diehl@imtek.uni-freiburg.de, leo.simpson@imtek.uni-freiburg.de