Videos

The effect of Anderson acceleration on superlinear and sublinear convergence

Presenter
July 27, 2023
Abstract
This talk considers the effect of Anderson acceleration (AA) on the convergence order of nonlinear solvers in fixed point form x_{k+1}=g(x_{k}), that are looking for a fixed point of g. While recent work has addressed the fundamental question of how AA affects the convergence rate of linearly converging fixed point iterations (at a single step), we give the first analytical results for how AA affects the convergence order of solvers that do not converge linearly.