Multi-objective hyperparameter optimization with performance uncertainty.
Alejandro Morales HernándezInneke Van NieuwenhuyseGonzalo NápolesPublished in: CoRR (2022)
Keyphrases
- multi objective
- optimization algorithm
- multiple objectives
- conflicting objectives
- evolutionary optimization
- optimum design
- evolutionary algorithm
- multiobjective optimization
- optimization problems
- engineering design problems
- multi objective optimization
- genetic algorithm
- optimization method
- multi objective evolutionary algorithms
- objective function
- particle swarm optimization
- robust optimization
- global optimization
- multi objective optimization problems
- nsga ii
- particle swarm
- optimization process
- optimization methods
- model selection
- pareto optimal
- decision theory
- estimation of distribution algorithms
- uncertain data
- particle swarm optimization pso
- combinatorial optimization
- single objective optimization
- multi objective evolutionary