Question about acquisition_optimizer parameter

[NikolaZubic]

Hi, I have a question regarding the Acquisition function.
I am dealing with purely categorical variables and want to minimize some function.
What is more appropriate and why? Adam or Genetic?

Thanks in advance,
Nikola.

[NikolaZubic]

Hi, I have a question regarding the Acquisition function. I am dealing with purely categorical variables and want to minimize some function. What is more appropriate and why? Adam or Genetic?

Thanks in advance, Nikola.

I solved issue a long time ago. The point is that Genetic works best when working with purely categorical variables.

One of the reasons why genetic acquisition optimizer works best with purely categorical variables is because it can effectively handle the discrete nature of categorical variables. Since the genetic algorithm is designed to work with discrete variables, it can easily handle categorical variables and search the space of possible solutions efficiently.