BHO-MA: Bayesian Hyperparameter Optimization with Multi-objective Acquisition.
Vedat DoganSteven D. PrestwichPublished in: OL2A (1) (2023)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary optimization
- gaussian processes
- optimum design
- conflicting objectives
- evolutionary algorithm
- multiobjective optimization
- multi objective optimization
- optimization method
- engineering design problems
- particle swarm optimization
- particle swarm
- optimization problems
- optimization process
- multi objective optimization problems
- bayesian inference
- genetic algorithm
- bayesian networks
- hyperparameters
- nsga ii
- global optimization
- combinatorial optimization
- objective function
- multi objective evolutionary
- pareto optimal
- gaussian process
- bayesian learning
- bi objective
- estimation of distribution algorithms
- optimization methods
- model selection