Gaussian Process Regression (a form of Bayesian Optimisation to try and get to the right "answer"/parameter space sooner) - explained in some context here...
https://brendanhasz.github.io/2019/03/28/hyperparameter-opti...
In saying that random param search still works well enough in many cases.
