Multi-objective Hyperparameter Optimization with Performance Uncertainty.
Alejandro Morales HernándezInneke Van NieuwenhuyseGonzalo NápolesPublished in: OLA (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- evolutionary optimization
- multiobjective optimization
- evolutionary algorithm
- optimum design
- multi objective optimization
- conflicting objectives
- particle swarm optimization
- particle swarm
- optimization method
- objective function
- genetic algorithm
- optimization problems
- engineering design problems
- gaussian processes
- robust optimization
- pareto optimal
- bi objective
- particle swarm optimization pso
- global optimization
- multi objective optimization problems
- multi criteria
- regression model
- machine learning
- neural network
- multiagent evolutionary algorithm
- multi objective evolutionary algorithms
- random sampling
- combinatorial optimization