Abstract: A theorem is proved to verify incremental stability of a feedback system via a homotopy from a known incrementally stable system, making no assumptions on existence of an extended space, ...
Abstract: In this paper, we give a simple and direct proof of the convergence of the stochastic approximation algorithm under suitable conditions. The main result here can be compared to that in ...