Self-Adjusting Weighted Expected Improvement for Bayesian Optimization.
Carolin BenjaminsElena RaponiAnja JankovicCarola DoerrMarius LindauerPublished in: CoRR (2023)
Keyphrases
- optimization problems
- bayesian networks
- optimization algorithm
- global optimization
- maximum entropy
- monte carlo sampling
- bayesian learning
- optimization model
- constrained optimization
- optimization process
- optimization methods
- significant improvement
- databases
- gaussian processes
- evolution strategy
- data structure
- machine learning