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Apr, 2024
批次贝叶斯优化的最佳初始化
Optimal Initialization of Batch Bayesian Optimization
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Jiuge Ren, David Sweet
TL;DR
采用Bayesian optimization的Minimal Terminal Variance (MTV)方法通过优化设计而非随机抽样选择实验批次,并应用于初始批次和后续批次,以减少设计和评估工程系统质量所需的总时间。
Abstract
field experiments
and
computer simulations
are effective but time-consuming methods of measuring the quality of engineered systems at different settings. To reduce the total time required, experimenters may emplo
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