401-0131-00L Linear Algebra
Semester | Autumn Semester 2019 |
Lecturers | M. Einsiedler, O. Sorkine Hornung |
Periodicity | yearly recurring course |
Language of instruction | German |
Abstract | Introduction to linear algebra (vector spaces, linear transformations, matrices) , matrix decompositions (LU, QR, eigenvalue and singular value decomposition). |
Objective | Die Lernziele sind: - die fundamentalen Konzepte der linearen Algebra gut zu verstehen und anwenden zu können - Anwendungen der linearen Algebra kennenzulernen |
Content | Linear Algebra: Linear systems of equations, vectors and matrices, norms and scalar products, LU decomposition, vector spaces and linear transformations, least squares problems, QR decomposition, determinants, eigenvalues and eigenvectors, singular value decomposition, applications. |
Lecture notes | Lecture notes "Linear Algebra" (by Gutknecht) in German, with English expressions for all technical terms. |
Prerequisites / Notice | The relevant high school material is reviewed briefly at the beginning. |