2 papers
eess.SY2026
Safe Newton-Based Extremum Seeking for Static Maps with Delayed Output Measurements
Azad Ghaffari, Tiago Roux Oliveira
This work presents a delayed safe Newton-based extremum seeking (SANES) framework for minimizing an unknown static map subject to an unknown safety constraint. The objective and sa…
math.OC2025
Extremum Seeking for PDE Systems using Physics-Informed Neural Networks
Haojin Guo, Zongyi Guo, Jianguo Guo +1
Extremum Seeking (ES) is an effective real-time optimization method for PDE systems in cascade with nonlinear quadratic maps. To address PDEs in the feedback loop, a boundary contr…