On the development of a practical Bayesian optimisation algorithm for expensive experiments and simulations with changing environmental conditions

Mike Diessner, Kevin J. Wilson, Richard D. Whalley

Experiments in engineering are typically conducted in controlled environments where parameters can be set to any desired value. This assumes that the same applies in a real-world s…