Singular Value Computation and Subspace Clustering

In this dissertation we discuss two problems. In the first part, we consider the problem of computing a few extreme eigenvalues of a symmetric definite generalized eigenvalue problem or a few extreme singular values of a large and sparse matrix. The standard method of choice of computing a few extre...

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Bibliographic Details
Main Author: Liang, Qiao
Format: Others
Published: UKnowledge 2015
Subjects:
Online Access:http://uknowledge.uky.edu/math_etds/30
http://uknowledge.uky.edu/cgi/viewcontent.cgi?article=1029&context=math_etds