Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences - Robert B. Gramacy
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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.
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Description
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.
More Information
| Author | Robert B. Gramacy |
|---|---|
| Publisher | CRC Press |
| Release year | 2020 |
| Cover type | Hardcover |
| EAN | 9780367415426 |