IEEE.org| IEEE Xplore Digital Library| IEEE Standards| IEEE Spectrum| More Sites

Cart (Loading....) | Create Account | 

Close category search window
Author Searchbeta |  Advanced Search  |  Preferences |  Search Tips  |  More Search Options  
 
Browse Conference Publications > American Control Conference, ... Help

Dynamical systems for joint principal and minor component analysis

Full Text Sign-In or Purchase

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing! close button
puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

1 Author(s)
Hasan, M.A. ; Dept. of Electr. & Comput. Eng., Minnesota Univ., Duluth, MN

Most known principal or a minor subspace (or component) analyzers compute either the principal or the minor subspaces of a given data matrix but not both. This paper presents several methods for simultaneous computation of principal and minor subspaces of a symmetric matrix. Weighted versions of these methods for joint computation of principal and minor components are also given. The proposed methods are derived from the optimization of certain objective functions over orthogonal constraints. Several features such as penalty terms are added to obtain reliable algorithms

Published in:
American Control Conference, 2006

Date of Conference: 14-16 June 2006

E-ISBN :
1-4244-0210-7
Print ISBN:
1-4244-0209-3
INSPEC Accession Number:
9046806
Conference Location :
Minneapolis, MN
Digital Object Identifier :
10.1109/ACC.2006.1656558
Product Type:
Conference Publications

IEEE Account

Purchase Details

Profile Information

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2013 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.