Separate out the acquisition function and the logic for getting the next query point. In other words, whether we want to use mean, mean + variance, EI, KG, or UCB etc. should be separated from convex, minimum and best logic. This way the code will be more modular.
Separate out the acquisition function and the logic for getting the next query point. In other words, whether we want to use mean, mean + variance, EI, KG, or UCB etc. should be separated from convex, minimum and best logic. This way the code will be more modular.