4th International Conference of Engineering Optimization, 2014
SBO methods fit nicely into Engineering Optimization framework:
- Evaluation budget is easily controlled and is minimal [in the majority of cases]
- Robust wrt undened designs and noisy responses
- Search is globalized with easily regulated globalization degree
SBO usage is truly justied when underlying model evaluation is time-expensive compared to the time-cost of internal optimizer activities.