@inproceedings{9bbce3546b9d4ed2b80f0986ad514891,
title = "On computing multi-dimensional extreme eigen and singular subspaces",
abstract = "The problem of finding extreme eigenvalues and eigenvectors of a real symmetric positive definite matrix can be viewed as a smooth optimization problem on a smooth manifold. We present a cost function approach for computing higher dimensional subspaces corresponding to smallest and largest eigenvalues simultaneously. This approach is then generalized to develop dynamical system for computing the singular value spread of any real matrix.",
keywords = "Eigenvalue spread, Gradient dynamical systems, Joint PCA-MCA, Joint PSA-MSA, Oja's rule, Stiefel manifold",
author = "Hasan, {Mohammed A.}",
year = "2010",
month = aug,
day = "31",
doi = "10.1109/ISCAS.2010.5537100",
language = "English (US)",
isbn = "9781424453085",
series = "ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems",
pages = "2570--2573",
booktitle = "ISCAS 2010 - 2010 IEEE International Symposium on Circuits and Systems",
note = "2010 IEEE International Symposium on Circuits and Systems: Nano-Bio Circuit Fabrics and Systems, ISCAS 2010 ; Conference date: 30-05-2010 Through 02-06-2010",
}