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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - Chapman & Hall / CRC Texts in Statistical Science 1st edition
Gramacy, Robert B. (Virginia Tech Department of Statistics, USA)
Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - Chapman & Hall / CRC Texts in Statistical Science 1st edition
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.
543 pages, 24 Tables, black and white; 204 Illustrations, color
Media | Books Hardcover Book (Book with hard spine and cover) |
Released | January 8, 2020 |
ISBN13 | 9780367415426 |
Publishers | Taylor & Francis Ltd |
Pages | 560 |
Dimensions | 259 × 185 × 37 mm · 1.31 kg |
Language | English |