Noisy Measurements

Noisy Measurements

The response is a unimodal function of the control   
The measured function possesses many local maxima, its local behavior is not representative: Usual gradient methods fail. 

Resume: The appropriate methods exploit the finite differences with a large base or use an averaged response function.