Bayesian Optimization with a Prior for the Optimum.
Artur L. F. SouzaLuigi NardiLeonardo B. OliveiraKunle OlukotunMarius LindauerFrank HutterPublished in: ECML/PKDD (3) (2021)
Keyphrases
- prior distribution
- optimization algorithm
- global optimization
- optimization process
- prior knowledge
- efficient optimization
- optimization method
- bayesian learning
- optimization methods
- bayesian methods
- optimum design
- optimization problems
- prior probabilities
- combinatorial optimization
- global optimum
- prior information
- multiple objectives
- constrained optimization
- information systems
- particle swarm optimization
- maximum likelihood
- data driven
- feature selection