Reliable Dynamical Systems for Canonical Variate Computation

被引：0
|
作者：
Hasan, Mohammed A. [1 ]
机构：
[1] Univ Minnesota Duluth, Dept Elect & Comp Engn, Duluth, MN 55812 USA
来源：
2010 AMERICAN CONTROL CONFERENCE | 2010年
关键词：
Two-set canonical correlation analysis; constrained optimization; Rayleigh quotient; polynomial dynamical systems; SETS;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Canonical correlation analysis is a statistical tool for investigating the presence of any patterns that simultaneously exist in two different data sets and compute the correlation between associated patterns. In this paper, dynamical systems for computing the canonical correlations and canonical variates between two data sets are derived. These systems are developed by optimizing constrained and unconstrained merit functions. To extract the actual individual canonical variates, some of these systems are weighted by a positive definite diagonal matrix, while others employed upper triangular matrices.
引用
收藏
页码：4869 / 4874
页数：6
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