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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - Chapman & Hall / CRC Texts in Statistical Science
Gramacy, Robert B. (Virginia Tech Department of Statistics, USA)
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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - Chapman & Hall / CRC Texts in Statistical Science
Gramacy, Robert B. (Virginia Tech Department of Statistics, USA)
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.
560 pages, 204 Illustrations, color; 204 Illustrations, color
| Mídia | Livros Paperback Book (Livro de capa flexível e brochura) |
| Lançado | 13 de dezembro de 2021 |
| ISBN13 | 9781032242552 |
| Editoras | Taylor & Francis Ltd |
| Páginas | 560 |
| Dimensões | 253 × 177 × 33 mm · 1,05 kg |