New publication in Journal of Intelligent Manufacturing: Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios

Our research paper “Structured sampling strategies in Bayesian optimization: evaluation in mathematical and real-world scenarios”, authored by Lucas Greif, Jakob Bönsch, Karan Lashkare and Jivka Ovtcharova, has been published in the Journal of Intelligent Manufacturing!

The study investigates different sampling strategies in Bayesian optimization. These are applied and evaluated both to mathematical test functions and to real industrial use cases. The aim is to improve the efficiency of data-based optimization methods.

The full publication is available here:
https://doi.org/10.1007/s10845-023-02117-3