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

Bush

書目名稱Bayesian Optimization with Application to Computer Experiments影響因子(影響力)




書目名稱Bayesian Optimization with Application to Computer Experiments影響因子(影響力)學(xué)科排名




書目名稱Bayesian Optimization with Application to Computer Experiments網(wǎng)絡(luò)公開度




書目名稱Bayesian Optimization with Application to Computer Experiments網(wǎng)絡(luò)公開度學(xué)科排名




書目名稱Bayesian Optimization with Application to Computer Experiments被引頻次




書目名稱Bayesian Optimization with Application to Computer Experiments被引頻次學(xué)科排名




書目名稱Bayesian Optimization with Application to Computer Experiments年度引用




書目名稱Bayesian Optimization with Application to Computer Experiments年度引用學(xué)科排名




書目名稱Bayesian Optimization with Application to Computer Experiments讀者反饋




書目名稱Bayesian Optimization with Application to Computer Experiments讀者反饋學(xué)科排名

ALLAY

暫時休息

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.

拍下盜公款

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

凝視

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

Cumbersome

樸素

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