Online Optimization with Costly and Noisy Measurements using Random Fourier Expansions

Laurens Bliek, Hans R. G. W. Verstraete, Michel Verhaegen +1

This paper analyzes DONE, an online optimization algorithm that iteratively minimizes an unknown function based on costly and noisy measurements. The algorithm maintains a surrogat…