The intuition behind an ingenious algorithm — Here’s a function: f(x). It’s expensive to calculate, not necessarily an analytic expression, and you don’t know its derivative. Your task: find the global minima. This is, for sure, a difficult task, one more difficult than other optimization problems within machine learning. Gradient descent, for one, has access to a…