Surrogates : Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - 9781032242552

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.

• | : Robert B. Gramacy (Virginia Tech Department of Statistics, USA)
• | Publisher: Taylor & Francis Ltd
• | Publication Date: Dec 13, 2021
• | Country of Publication: United Kingdom
• | Number of Pages: 560 pages
• | Language: Unknown
• | Binding: Paperback / softback
• | ISBN-10: 1032242558
• | ISBN-13: 9781032242552