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Surrogates

- Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

About Surrogates

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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  • Language:
  • English
  • ISBN:
  • 9781032242552
  • Binding:
  • Paperback
  • Pages:
  • 560
  • Published:
  • December 13, 2021
  • Dimensions:
  • 253x177x33 mm.
  • Weight:
  • 1046 g.
Delivery: 1-2 weeks
Expected delivery: July 11, 2024

Description of Surrogates

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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