CAGES: Cost-Aware Gradient Entropy Search for Efficient Local Multi-Fidelity Bayesian Optimization.
Wei-Ting TangJoel A. PaulsonPublished in: CoRR (2024)
Keyphrases
- search algorithm
- efficient optimization
- search space
- search queries
- mutual information
- global optimization
- global search
- optimization methods
- storage cost
- efficient search
- indexing structure
- edge detection
- cost sensitive
- search strategy
- search tools
- optimization process
- search strategies
- neural network
- information theoretic
- cost effective
- state space
- objective function
- multiscale
- genetic algorithm