Parallel Bayesian Optimization of Multiple Noisy Objectives with Expected Hypervolume Improvement.
Samuel DaultonMaximilian BalandatEytan BakshyPublished in: NeurIPS (2021)
Keyphrases
- global optimization
- multiple objectives
- optimization algorithm
- data driven
- optimization method
- parallel computation
- optimization process
- noisy data
- multiple independent
- genetic algorithm
- constrained optimization
- multiple objects
- bayesian inference
- convex optimization
- combinatorial optimization
- optimization problems
- multi objective
- bayesian networks
- decision trees