Dynamic Multi-objective Ensemble of Acquisition Functions in Batch Bayesian Optimization.
Jixiang ChenFu LuoZhenkun WangPublished in: CoRR (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- multiobjective optimization
- optimum design
- evolutionary optimization
- conflicting objectives
- particle swarm optimization
- evolutionary algorithm
- global optimization
- objective function
- optimization method
- particle swarm
- multi objective optimization
- estimation of distribution algorithms
- optimization process
- dynamic environments
- multi objective evolutionary algorithms
- genetic programming
- random forest
- optimization problems
- constrained optimization
- training set
- dynamic optimization
- combinatorial optimization
- efficient optimization
- multi objective optimization problems
- particle swarm optimization pso
- data sets
- fitness function
- maximum likelihood
- active learning
- bayesian networks
- training data
- learning algorithm
- genetic algorithm