TY  - THES
U1  - Abschlussarbeit (Master)
A1  - Kori, Raghuveera
T1  - Numerical Comparison of Eigenvalue and Eigenvector Determination by Oja Sanger, Jacobi Rotations and the Power method
N2  - Computationally solving eigenvalue problems is a central problem in numerical analysis and as such has been the subject of extensive study. In this thesis we present four different methods to compute eigenvalues, each with its own characteristics, strengths and weaknesses. After formally introducing the methods we use them in various numerical experiments to test speed of convergence, stability as well as performance when used to compute eigenfaces, denoise images and compute the eigenvector centrality measure of a graph.
KW  - Numerische Mathematik
KW  - Eigenwertproblem
Y2  - 2021
U6  - https://nbn-resolving.org/urn:nbn:de:bsz:mit1-opus4-150775
UN  - https://nbn-resolving.org/urn:nbn:de:bsz:mit1-opus4-150775
ER  -