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distributed algorithms 1nonconvex optimization 1nonlinear gain 1peer-to-peer networks 1zeroth-order optimization 1

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1 paper

eess.SY2026

Nonlinear-Gain Distributed Zeroth-Order Optimization for Networked Black-Box Control

Shengjun Zhang, Tingyi Liu, Heng Zhang +1

The paper proposes ZOOM-PB, a distributed zeroth‑order optimization algorithm that mixes raw gradient estimates with a nonlinear fractional‑power response to improve convergence on…