This repository contains a batch Bayesian Optimization method -- DMEA. It is implemented in python 3.
Jixiang Chen, Fu Luo, and Zhenkun Wang. 2022. Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization. In GECCO ’22: The Genetic and Evolutionary Computation Conference 2022, July 9–13, 2022, Boston, USA. ACM, New York, NY, USA, 4 pages.
>Preprint: https://arxiv.org/abs/2206.11118
- GPy==1.10.0
- GPyOpt==1.2.6
- numpy==1.22.3
- pandas==1.4.1
- platypus==1.0
- scipy==1.8.0
- smt==1.2.0