Comparison of High-Dimensional Bayesian Optimization Algorithms on BBOB.
Maria Laura SantoniElena RaponiRenato De LeoneCarola DoerrPublished in: CoRR (2023)
Keyphrases
- high dimensional
- optimization problems
- computational complexity
- optimization methods
- computationally efficient
- learning algorithm
- efficient optimization
- discrete optimization
- benchmark datasets
- high dimensional data
- machine learning algorithms
- high dimensional spaces
- data structure
- stochastic gradient
- worst case
- nearest neighbor
- optimization algorithm
- significant improvement
- evolutionary algorithm
- neural network
- monte carlo sampling