Non-Myopic Multifidelity Bayesian Optimization.
Francesco Di FioreLaura MaininiPublished in: CoRR (2022)
Keyphrases
- optimization problems
- optimization algorithm
- monte carlo sampling
- data mining
- joint optimization
- decision making
- bayesian inference
- optimization method
- efficient optimization
- evolution strategy
- gaussian processes
- constrained optimization
- optimization process
- posterior distribution
- posterior probability
- real time
- data driven
- probabilistic model
- evolutionary algorithm
- feature selection
- information retrieval
- databases