Robust Hybrid Zero-Order Optimization Algorithms with Acceleration via Averaging in Time

29 Mar 2020 Poveda Jorge I. Li Na

We study novel robust zero-order algorithms with acceleration for the solution of real-time optimization problems. In particular, we propose a family of extremum seeking dynamics that can be universally modeled as singularly perturbed hybrid dynamical systems with restarting mechanisms... (read more)

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  • OPTIMIZATION AND CONTROL