A Comprehensive Pragmatic Investigation of Batched Acquisition Functions in Bayesian Optimization.
Ruizhe ZhouJinghui ZhongPublished in: GECCO Companion (2023)
Keyphrases
- optimization algorithm
- efficient optimization
- global optimization
- bayesian networks
- joint optimization
- optimization process
- maximum likelihood
- data driven
- optimization method
- optimization methods
- constrained optimization
- bayesian estimation
- cost function
- real world
- basis functions
- optimization problems
- support vector machine
- evolution strategy
- optimal design
- optimization strategies
- bayesian decision