(Ilmumisaeg: 30-May-2023, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031306082)
This book presents a solution to the challenging issue of optimizing expensive-to-evaluate industrial problems such as the hyperparameter tuning of machine learning models. The approach combines two well-established concepts, Surrogate-Based Opt...Loe edasi...
(Ilmumisaeg: 16-Oct-2015, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783319215051)
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 aime...Loe edasi...
