The Lepskii principle revisited

Recently a newparameter choice strategy, often called the Lepskii-type strategy, became attractive for regularizing ill-posed problems. Here we present this construction in a simple and unified way. We emphasize that previous modifications can be seen to choose the same parameter, albeit drawing different conclusions from it. Finally we exhibit the application of this a posteriori parameter choice for Tikhonov regularization.