Surrogates : Gaussian process modeling, design, and optimization for the applied sciences /: Gaussian process modeling, design, and optimization for the applied sciences. (2020)

Record Type:
Book
Title:
Surrogates : Gaussian process modeling, design, and optimization for the applied sciences /: Gaussian process modeling, design, and optimization for the applied sciences. (2020)
Main Title:
Surrogates : Gaussian process modeling, design, and optimization for the applied sciences
Further Information:
Note: Robert B. Gramacy.
Authors:
Gramacy, Robert B
Contents:
Historical perspectiveFour motivating datasetsSteepest ascent and ridge analysisSpace-filling designGaussian process regressionModel-based design for GPsOptimizationCalibration and sensitivityGP fidelity and scaleHeteroskedasticityAppendices
Edition:
1st
Publisher Details:
Boca Raton : Chapman & Hall/CRC
Publication Date:
2020
Extent:
1 online resource, illustrations (colour)
Subjects:
519.2
Gaussian processes
Mathematical optimization
Languages:
English
ISBNs:
9781000766523
9781000766202
9781000766363
9780367815493
Related ISBNs:
9780367415426
Notes:
Note: Description based on CIP data; resource not viewed.
Access Rights:
Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
Access Usage:
Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
View Content:
Available online (eLD content is only available in our Reading Rooms) ↗
Physical Locations:
British Library HMNTS - ELD.DS.559756
Ingest File:
03_184.xml