Bayesian Optimization with Uncertain Preferences over Attributes.
Raul AstudilloPeter I. FrazierPublished in: CoRR (2019)
Keyphrases
- decision making
- multi attribute
- multiple objectives
- optimization problems
- optimization process
- bayesian networks
- efficient optimization
- bayesian learning
- global optimization
- attribute values
- multiple attributes
- evolutionary algorithm
- optimization method
- posterior distribution
- maximum likelihood
- multiple criteria
- probability distribution
- soft constraints
- monte carlo sampling