Gradient flow approach to geometric convergence analysis of preconditioned eigensolvers

Andrew V. Knyazev, Klaus Neymeyr

Preconditioned eigenvalue solvers (eigensolvers) are gaining popularity, but their convergence theory remains sparse and complex. We consider the simplest preconditioned eigensolve…