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Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

by Surrogates: Gaussian Process Modeling, Design, and Optimization for the Applied Sciences

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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.

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Product Details

  • Chapman and Hall/CRC Brand
  • Jan 8, 2020 Pub Date:
  • 0367415429 ISBN-10:
  • 9780367415426 ISBN-13:
  • 560.0 pages Hardcover
  • English Language
  • 10.5 in * 1.25 in * 7.5 in Dimensions:
  • 3 lb Weight: