Titlebook: Bayesian Optimization with Application to Computer Experiments; Tony Pourmohamad,Herbert K. H. Lee Book 2021 The Author(s), under exclusiv

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Bayesian Optimization with Application to Computer Experiments978-3-030-82458-7Series ISSN 2191-544X Series E-ISSN 2191-5458

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The Human Geography of the Pale primary focus is on Gaussian processes, which are used throughout the book. Simple examples demonstrate various aspects of the models. Treed Gaussian processes and radial basis functions are presented as possible alternatives.

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The Changing Order in the World of Workraints. Different acquisition functions are needed, and four examples are explored in more detail: constrained expected improvement, asymmetric entropy, augmented Lagrangian, and barrier methods. These four are demonstrated on both simple and more complex examples.

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Tony Pourmohamad,Herbert K. H. LeeFeatures accompanying R code for most included examples.Addresses readers seeking detailed explanations of methodology.Unique in its discussion of the application of Bayesian optimization to computer

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Book 2021riments. R code is available as online supplementary material for most included examples, so that readers can better comprehend and reproduce methods. .Compact and accessible, the volume is broken down into four chapters. Chapter 1 introduces the reader to the topic of computer experiments; it inclu

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