The volume offers advanced applications of surrogate modeling and optimization techniques which feature reasonable computational resources. The chapters contain basic theory concepts and their application to aerodynamic design cases. The book is aimed at researchers and engineers who deal with complex aerodynamic design problems on a daily basis and employ expensive simulations to solve it.