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) - Books - Taylor & Francis Ltd - 9780367415426 - January 8, 2020
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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

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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  

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