Randomized Core Reduction for Discrete Ill-Posed Problem

Liping Zhang, Yimin Wei

In this paper, we apply randomized algorithms to approximate the total least squares (TLS) solution of the problem $Ax\approx b$ in the large-scale discrete ill-posed problems. A r…