2 papers
eess.SY2026
Uncertainty-based perturb and observe for data-driven optimization
Leontine Aarnoudse, Mark Haring, Nathan van de Wouw +1
Data-based adaptive optimization methods hold great promise for the performance optimization of uncertain, time-varying processes. However, current methods are often based on conti…
eess.SY2025
Uncertainty-Based Perturb and Observe for Fast Optimization of Unknown, Time-Varying Processes
Leontine Aarnoudse, Mark Haring, Nathan van de Wouw +1
Model-free adaptive optimization methods are capable of optimizing unknown, time-varying processes even when other optimization methods are not. However, their practical applicatio…