An informational approach to the global optimization of expensive-to-evaluate functions

Julien Villemonteix, Emmanuel Vazquez, Eric Walter

In many global optimization problems motivated by engineering applications, the number of function evaluations is severely limited by time or cost. To ensure that each evaluation c…