Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences (Bog, Hardback, Engelsk)
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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

(Bog, Hardback, Engelsk)
Forfatter: Robert B. (Virginia Tech Department of Statistics Gramacy
Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences
Forlag: Taylor & Francis Ltd

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Beskrivelse

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.

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Alle detaljer

Forlag Taylor & Francis Ltd
Forfatter Robert B. (Virginia Tech Department of Statistics Gramacy
Type Bog
Format Hardback
Sprog Engelsk
Udgivelsesdato 08-01-2020
Første udgivelsesår 2020
Serie Chapman & Hall/CRC Texts in Statistical Science
Illustrationer 24 Tables, black and white; 204 Illustrations, color
Originalsprog United Kingdom
Sideantal 560
Indbinding Hardback
Forlag Taylor & Francis Ltd
Sideoplysninger 560 pages, 24 Tables, black and white; 204 Illustrations, color
Mål 185 x 259 x 37
ISBN-13 / EAN-13 9780367415426