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Convergence of the Newton-type methods for the square inverse singular value problems with multiple and zero singular values

Authors :
Weiping Shen
Yaohua Hu
Chong Li
Jen-Chih Yao
Source :
Applied Numerical Mathematics. 143:172-187
Publication Year :
2019
Publisher :
Elsevier BV, 2019.

Abstract

In this paper, we study the convergence of the Newton-type methods for solving the square inverse singular value problem with possible multiple and zero singular values. Comparing with other known results, positivity assumption of the given singular values is removed. Under the nonsingularity assumption in terms of the (relative) generalized Jacobian matrices, quadratic/superlinear convergence properties (in the root-convergence sense) are proved. Moreover, numerical experiments are given to demonstrate our theoretic results.

Details

ISSN :
01689274
Volume :
143
Database :
OpenAIRE
Journal :
Applied Numerical Mathematics
Accession number :
edsair.doi...........8ed9600dc9ebfbc255569bdc4d8a674d
Full Text :
https://doi.org/10.1016/j.apnum.2019.03.011