Robust Bayesian optimization for flexibility analysis of expensive simulation-based models with rigorous uncertainty bounds.
Akshay KudvaWei-Ting TangJoel A. PaulsonPublished in: Comput. Chem. Eng. (2024)
Keyphrases
- robust optimization
- bayesian networks
- optimization problems
- upper bound
- maximum likelihood
- optimization algorithm
- em algorithm
- response surface
- model validation
- decision theory
- empirical data
- gaussian processes
- experimental data
- model selection
- data sets
- probability distribution
- evolutionary algorithm
- decision making
- learning algorithm
- machine learning