On the Performance of Differential Evolution for Hyperparameter Tuning.
Mischa SchmidtShahd SafaraniJulia GastingerTobias JacobsSebastien NicolasAnett SchülkePublished in: CoRR (2019)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- particle swarm optimization
- differential evolution algorithm
- test functions
- convergence speed
- parameter optimization
- particle swarm optimization pso
- optimization method
- genetic algorithm
- mutation operator
- constrained optimization problems
- hybrid algorithm
- model selection
- evolutionary programming
- numerical optimization problems
- evolution strategy
- global optimization problems
- multi objective optimization
- direct search
- parameter settings
- solving global optimization problems
- function optimization problems
- initial population
- crossover operator
- evolutionary strategy
- multi objective
- real coded
- hyperparameters
- genetic programming
- numerical optimization
- harmony search
- swarm intelligence
- particle swarm
- nsga ii