Surrogates: gaussian process modeling, design, and optimization for the applied sciences
Auteur :
Gramacy, Robert B.
Éditeur :
Taylor & Francis Ltd
ISBN :
9780367415426
Date de publication :
8 janv. 2020
Dimensions :
25,4 x 17,8 cm
Poids :
1220 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
Surrogates is a graduate textbook, on topics at the interface between machine learning,spatial statistics,computer simulation,meta-modeling,design of experiments,and optimization. Experimentation through simulation,management of dynamic processes,online and real-time analysis,automation and practical application are at the forefront.