Hybrid bayesian evolutionary optimization for hyperparameter tuning.
Lukas AtkinsonRobin Müller-BadyMartin KappesPublished in: GECCO Companion (2020)
Keyphrases
- evolutionary optimization
- gaussian processes
- multi objective
- genetic optimization
- genetic algorithm
- constraint handling
- bayesian networks
- posterior probability
- pattern recognition
- maximum likelihood
- structural design
- prior knowledge
- association rules
- probability distribution
- prior information
- parameter settings
- fuzzy modeling
- neural network