On Uncertainty Estimation by Tree-based Surrogate Models in Sequential Model-based Optimization.
Jungtaek KimSeungjin ChoiPublished in: CoRR (2022)
Keyphrases
- optimization algorithm
- robust optimization
- optimization problems
- optimization method
- global optimization
- optimization process
- discrete optimization
- decision making
- accurate estimation
- uncertain data
- estimation algorithm
- measurement error
- data sets
- optimization model
- robust estimation
- parameter estimation
- maximum likelihood
- evolutionary algorithm
- objective function
- neural network