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Condition numbers of the minimum norm least squares solution for the least squares problem involving Kronecker products

Authors :
Lingsheng Meng
Limin Li
Source :
AIMS Mathematics, Vol 6, Iss 9, Pp 9366-9377 (2021)
Publication Year :
2021
Publisher :
American Institute of Mathematical Sciences (AIMS), 2021.

Abstract

In this paper, the upper bounds for two kinds of normiwse condition numbers are derived for $ \min\limits_{x}\|(A\otimes B)x-b\|_2 $ when the coefficient matrix is of rank deficient. In addition, the upper bounds on the mixed and componentwise condition numbers are also given. Numerical experiments are given to confirm our results.

Details

ISSN :
24736988
Volume :
6
Database :
OpenAIRE
Journal :
AIMS Mathematics
Accession number :
edsair.doi.dedup.....3220aa7f73a1b489b87649b3dcb7495c
Full Text :
https://doi.org/10.3934/math.2021544