Bayesian methods for multi-objective optimization of a supersonic wing planform.
Timothy Man Shui JimGhifari Adam FazaPramudita Satria PalarKoji ShimoyamaPublished in: GECCO Companion (2020)
Keyphrases
- bayesian methods
- multi objective optimization
- multi objective
- evolutionary algorithm
- bayesian framework
- gaussian processes
- model selection
- nsga ii
- multi objective optimization problems
- hyperparameters
- genetic algorithm
- pareto optimal
- machine learning methods
- machine learning
- multi objective genetic algorithms
- bi objective
- multiple objectives
- differential evolution
- multi objective genetic algorithm
- data mining
- bayesian inference
- learning algorithm
- maximum a posteriori
- closed form
- cross validation
- prior knowledge
- complex optimization problems
- pareto optimal set