Sanger's type dynamical systems for canonical variate analysis

Mohammed A. Hasan, Jawad A.K. Hasan

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Scopus citations

Abstract

In this paper, several dynamical systems for computing canonical correlations and canonical variates are proposed. These systems are shown to converge to the actual components rather than to a subspace spanned by these components. Using Liapunov stability theory, qualitative properties of the proposed systems are analyzed in detail including the limit of solutions as time approaches infinity.

Original languageEnglish (US)
Title of host publication2008 American Control Conference, ACC
Pages4087-4092
Number of pages6
DOIs
StatePublished - Sep 30 2008
Event2008 American Control Conference, ACC - Seattle, WA, United States
Duration: Jun 11 2008Jun 13 2008

Publication series

NameProceedings of the American Control Conference
ISSN (Print)0743-1619

Other

Other2008 American Control Conference, ACC
CountryUnited States
CitySeattle, WA
Period6/11/086/13/08

Keywords

  • Asymptotic stability
  • Canonical correlation analysis
  • Global convergence
  • Global stability
  • Invariant set
  • Lasalle invariance principle
  • Lyapunov stability
  • Polynomial dynamical systems

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