Bush 发表于 2025-3-21 17:00:53

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ALLAY 发表于 2025-3-21 22:51:16

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暂时休息 发表于 2025-3-22 01:18:29

Surrogate Models, 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.

拍下盗公款 发表于 2025-3-22 06:34:55

Constrained Optimization,raints. 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.

Cacophonous 发表于 2025-3-22 10:39:22

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凝视 发表于 2025-3-22 15:48:51

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.

mosque 发表于 2025-3-22 18:15:12

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Cumbersome 发表于 2025-3-22 23:32:49

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朴素 发表于 2025-3-23 02:23:45

Computer Experiments,This chapter introduces the book with several examples of computer models and associated optimization problems. It also provides an introduction to space-filling designs, with a focus on Latin hypercube designs.

LATE 发表于 2025-3-23 08:56:58

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