Low-rank dynamics

Abstract

This note reviews differential equations on manifolds of matrices or tensors of low rank. They serve to approximate, in a low-rank format, large timedependentmatrices and tensors that are either given explicitly via their increments or are unknown solutions of differential equations. Furthermore, low-rank differential equations are used in novel algorithms for eigenvalue optimisation, for instance in robust-stability problems.