Every day, researchers search for optimal solutions. They might want to figure out where to build a major airline hub. Or to determine how to maximize return while minimizing risk in an investment portfolio. Or to develop self-driving cars that can distinguish between traffic lights and stop signs. Mathematically, these problems get translated into a search for the minimum values of functions. But in all these scenarios, the functions are too complicated to assess directly. Researchers have to a...