On the Performance of Differential Evolution for Hyperparameter Tuning.
Mischa SchmidtShahd SafaraniJulia GastingerTobias JacobsSebastien NicolasAnett SchülkePublished in: IJCNN (2019)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization algorithm
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- test functions
- parameter optimization
- particle swarm optimization pso
- optimization method
- mutation operator
- hybrid algorithm
- global optimization problems
- numerical optimization problems
- constrained optimization problems
- genetic algorithm
- evolution strategy
- solving global optimization problems
- model selection
- multi objective optimization
- direct search
- function optimization problems
- artificial bee colony
- real coded
- hyperparameters
- crossover operator
- particle swarm
- multi objective
- evolutionary strategy
- evolutionary programming
- parameter settings
- harmony search
- maximum a posteriori
- linear program
- evolutionary computation
- ant colony optimization
- search space