most citedFinite-Time Behavior of Erlang-C Model: Mixing Time, Mean Queue Length and Tail Bounds

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math.OC2026

Almost Sure Convergence of Stochastic Approximation: An Interplay of Noise and Step Size

Quang Dinh Thien Nguyen, Duc Anh Nguyen, Hoang Huy Nguyen +1

We study the almost sure convergence of the Stochastic Approximation algorithm to the fixed point of a nonlinear operator under a negative drift condition and a general n…