Performance-oriented model learning for control via multi-objective Bayesian optimization.
Georgios MakrygiorgosAngelo D. BonzaniniVictor MillerAli MesbahPublished in: Comput. Chem. Eng. (2022)
Keyphrases
- multi objective
- prior knowledge
- bayesian learning
- genetic algorithm
- learning scheme
- learning models
- probabilistic model
- neural network
- learning process
- optimization model
- decision theoretic
- optimization process
- mathematical model
- computational model
- optimization algorithm
- control system
- learning systems
- optimization method
- bayesian framework
- posterior probability
- objective function
- learning algorithm
- particle swarm optimization
- optimization problems
- learning mechanism