Pros and cons for each search algo

Ray tune API makes it simple to try out different search algorithms. But is there a guide on the pros and cons of each? When to use to where?

We have a short guideline here: Tutorials & FAQ — Ray v1.1.0

But I agree that more detailed information would be very helpful here. This could be a nice resource for users looking to compare search/optimization algorithms generally.

Found another one at How to perform optimization — nevergrad documentation