Unified stabilization approach to principal and minor components extraction algorithms.
Principal component and minor component extractions provide powerful techniques in many information processing fields. There have been proposed a number of algorithms for principal and minor component (or subspace) extraction, which have different dynamical behaviors. In this paper, we give rigorous stability analysis of these algorithms, obtaining a unified insight view on the dynamical behaviors of various algorithms.
Chen
T
T
Department of Mathematics, Fudan University, Shanghai, PR China. tchen@fudan.edu.cn
Amari
S
S
D000465:Algorithms; D003198:Computer Simulation / Q000706:statistics & numerical data; D016571:Neural Networks, Computer