Learning How to Optimize Black-Box Functions With Extreme Limits on the Number of Function Evaluations

Carlos Ansotegui, Meinolf Sellmann, Tapan Shah +1

We consider black-box optimization in which only an extremely limited number of function evaluations, on the order of around 100, are affordable and the function evaluations must b…