Variance representations and convergence rates for data-driven approximations of Koopman operators

Friedrich M. Philipp, Manuel Schaller, Septimus Boshoff +3

We rigorously derive novel error bounds for extended dynamic mode decomposition (EDMD) to approximate the Koopman operator for discrete- and continuous time (stochastic) systems; b…