Accelerated Performance and Accelerated Learning with Discrete-Time High-Order Tuners

Yingnan Cui, Anuradha M. Annaswamy

We consider two high-order tuners that have been shown to have accelerated performance, one based on Polyak's heavy ball method and another based on Nesterov's acceleration method.…