19405001
Lecture
WiSe 22/23: Foundations in Mathematics and Statistics
Alexander Bockmayr
Comments
Goals: The students get a basic understanding of advanced mathematical concepts and methods in numerics, statistics, and optimization in the context of current research in bioinformatics and systems biology. They are able to choose problem-specific methods, to apply them in practice, and to evaluate the quality of the results.
Contents: The course will address topics from the following areas:
- Numerics
- Modeling chemical reaction networks
- Differential equation modeling
- Parameter identification, sensitivity, identifiability
- Optimization
- Linear optimization (Simplex, polyhedra)
- Integer linear optimization (branch-and-bound, branch-and-cut)
- Local search and metaheuristics
- Statistics
- Testing and regression
- Classification
- Bootstrap and model evaluation
16 Class schedule
Additional appointments
Thu, 2023-03-02 12:00 - 14:00Foundations in Mathematics and Statistics
Thu, 2023-04-20 12:00 - 14:00
Nachklausur
Regular appointments
Thu, 2022-10-20 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-10-27 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-11-03 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-11-10 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-11-17 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-11-24 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-12-01 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-12-08 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2022-12-15 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-01-05 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-01-12 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-01-19 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-01-26 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-02-02 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-02-09 10:00 - 12:00
Foundations in Mathematics and Statistics
Thu, 2023-02-16 10:00 - 12:00
Foundations in Mathematics and Statistics