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Robust expected improvement for Bayesian optimization
IISE Transactions ( IF 2.6 ) Pub Date : 2023-10-31 , DOI: 10.1080/24725854.2023.2275166 Ryan B. Christianson 1 , Robert B. Gramacy 2
IISE Transactions ( IF 2.6 ) Pub Date : 2023-10-31 , DOI: 10.1080/24725854.2023.2275166 Ryan B. Christianson 1 , Robert B. Gramacy 2
Affiliation
Bayesian Optimization (BO) links Gaussian Process (GP) surrogates with sequential design toward optimizing expensive-to-evaluate black-box functions. Example design heuristics, or so-called acquisi...
中文翻译:
贝叶斯优化的稳健预期改进
贝叶斯优化 (BO) 将高斯过程 (GP) 代理与顺序设计联系起来,以优化评估成本高昂的黑盒函数。示例设计启发法,或所谓的获取...
更新日期:2023-10-31
中文翻译:
贝叶斯优化的稳健预期改进
贝叶斯优化 (BO) 将高斯过程 (GP) 代理与顺序设计联系起来,以优化评估成本高昂的黑盒函数。示例设计启发法,或所谓的获取...