High Dimensional Bayesian Optimization Assisted by Principal Component Analysis

1 code implementation • 2 Jul 2020 • Elena Raponi, Hao Wang, Mariusz Bujny, Simonetta Boria, Carola Doerr

Bayesian Optimization (BO) is a surrogate-assisted global optimization technique that has been successfully applied in various fields, e. g., automated machine learning and design optimization.

Bayesian Optimization Computational Efficiency +2