Bayesian Optimization that Limits Search Region to Lower Dimensions Utilizing Local GPR.
Yasunori TaguchiHiro GangiPublished in: ICMLA (2023)
Keyphrases
- search algorithm
- search efficiency
- optimization problems
- search space
- random search
- optimization method
- global optimization
- search strategies
- search procedure
- global search
- user queries
- optimization process
- search tools
- efficient optimization
- data sets
- fine tuning
- constrained optimization
- information seeking
- search strategy
- evolutionary algorithm
- genetic algorithm