Dynamic multi-objective ensemble of acquisition functions in batch bayesian optimization.
Jixiang ChenFu LuoZhenkun WangPublished in: GECCO Companion (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary algorithm
- evolutionary optimization
- multiobjective optimization
- conflicting objectives
- multi objective optimization
- optimum design
- dynamic environments
- optimization method
- particle swarm
- neural network
- global optimization
- dynamic optimization
- optimization problems
- random forests
- efficient optimization
- multi objective evolutionary algorithms
- estimation of distribution algorithms
- engineering design problems
- multi swarm
- pareto optimal
- nsga ii
- constrained optimization
- optimization methods
- particle swarm optimization
- objective function
- bayesian learning
- bayesian inference
- maximum likelihood
- trade off
- genetic algorithm