Combining multi-fidelity modelling and asynchronous batch Bayesian Optimization.
Jose Pablo FolchRobert M. LeeBehrang ShafeiDavid WalzCalvin TsayMark van der WilkRuth MisenerPublished in: Comput. Chem. Eng. (2023)
Keyphrases
- bayesian networks
- global optimization
- efficient optimization
- optimization problems
- data driven
- optimization algorithm
- bayesian estimation
- maximum likelihood
- discrete optimization
- database
- computer supported collaborative learning
- combinatorial optimization
- monte carlo sampling
- batch size
- batch mode
- bayesian learning
- optimization model
- gaussian processes
- optimization method
- graphical models
- simulated annealing
- probabilistic model
- machine learning