Computing Analytic Singular Value Decomposition via a pathfollowing

Abstract

The aim is to compute ASVD for large sparse matrices. In particular, selected branches of singular values and the corresponding left/right singular vectors are considered.

A predictor-corrector algorithm with an adaptive stepsize control is presented.

Keywords

• Computing
• Analytic
• Singular
• Value
• Decomposition
• pathfollowing