Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences Gramacy Robert B. (Virginia Tech Department of Statistics USA) Wydawca: Taylor & Francis Ltd Data wydania: 2020 ISBN: 9780367415426 Liczba stron: 543 Format: 185 x 259 x 37 Rodzaj oprawy: Hardback Opis produktu: 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.