Surrogate-Based Modeling and Optimization
Language: en
Pages: 413
Authors: Slawomir Koziel
Categories: Mathematics
Type: BOOK - Published: 2013-06-06 - Publisher: Springer Science & Business Media

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Contemporary engineering design is heavily based on computer simulations. Accurate, high-fidelity simulations are used not only for design verification but, eve
Surrogate Model-Based Engineering Design and Optimization
Language: en
Pages: 240
Authors: Ping Jiang
Categories: Technology & Engineering
Type: BOOK - Published: 2019-11-01 - Publisher: Springer Nature

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This book covers some of the most popular methods in design space sampling, ensembling surrogate models, multi-fidelity surrogate model construction, surrogate
Surrogates
Language: en
Pages: 560
Authors: Robert B. Gramacy
Categories: Mathematics
Type: BOOK - Published: 2020-03-10 - Publisher: CRC Press

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Computer simulation experiments are essential to modern scientific discovery, whether that be in physics, chemistry, biology, epidemiology, ecology, engineering
Engineering Design via Surrogate Modelling
Language: en
Pages: 228
Authors: Alexander Forrester
Categories: Technology & Engineering
Type: BOOK - Published: 2008-09-15 - Publisher: John Wiley & Sons

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Surrogate models expedite the search for promising designs by standing in for expensive design evaluations or simulations. They provide a global model of some m
Computational Optimization, Methods and Algorithms
Language: en
Pages: 292
Authors: Slawomir Koziel
Categories: Technology & Engineering
Type: BOOK - Published: 2011-06-17 - Publisher: Springer

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Computational optimization is an important paradigm with a wide range of applications. In virtually all branches of engineering and industry, we almost always t