DE

Modul

Special Topics of Numerical Linear Algebra [M-MATH-102920]

Credits
8
Recurrence
siehe Anmerkungen
Duration
1 Semester
Language
English
Level
4
Version
1

Responsible

Organisation

  • KIT-Fakultät für Mathematik

Part of

Bricks

Identifier Name LP
T-MATH-105891 Special Topics of Numerical Linear Algebra 8

Competence Certificate

 The module will be completed by an oral exam (approx. 30 min). 

Competence Goal

At the end of the course, students possess informed knowledge of  methods and concepts of  numerical linear algebra for large matrices. For various applications, they choose and implement the right numerical methods and they are able to assess and establish convergence properties of these methods. Students  are able to solve problems in a self-organized and reflective manner, and to present and discuss solutions.

Prerequisites

None.

Content

  • Direct methods for sparse linear systems
  • Krylov subspace methods for large linear systems and eigenvalue problems
  • matrix functions

Recommendation

Numerical analysis 1 and 2

Workload

Total workload: 240 hours

Attendance: 90 hours

  •  lectures, problem classes, and examination

Self-studies: 150 hours

  • follow-up and deepening of the course content,
  • work on problem sheets,
  • literature study and internet research relating to the course content,
  • preparation for the module examination