Title :
On Optimization Problems with Symmetric Constraints
Author :
Hasan, Mohammed A.
Author_Institution :
Dept. of Electr. & Comput. Eng., Minnesota Univ., Duluth, MN
Abstract :
The problem of minimizing functional over symmetric constraints arises in many applications in engineering and applied sciences. In this paper a number of computational tools for solving optimization problems over symmetric constraints are proposed. Among many applications, this proposed approach is exploited in the development of minor and principal component analyzers and for computing the principal singular subspace of a rectangular matrix
Keywords :
matrix algebra; optimisation; principal component analysis; signal processing; computational tool; functional minimization; optimization problem; principal component analyzer; principal singular subspace; rectangular matrix; symmetric constraint; Adaptive signal processing; Application software; Constraint optimization; Constraint theory; Control theory; Eigenvalues and eigenfunctions; Equations; Lagrangian functions; Signal processing; Symmetric matrices;
Conference_Titel :
Information, Communications and Signal Processing, 2005 Fifth International Conference on
Conference_Location :
Bangkok
Print_ISBN :
0-7803-9283-3
DOI :
10.1109/ICICS.2005.1689069
