Improving Differential Evolution through Bayesian Hyperparameter Optimization.
Subhodip BiswasDebanjan SahaShuvodeep DeAdam D. CobbSwagatam DasBrian JalaianPublished in: CEC (2021)
Keyphrases
- differential evolution
- optimization algorithm
- optimization method
- evolution strategy
- evolutionary algorithm
- global optimization problems
- parameter optimization
- real coded
- differential evolution algorithm
- convergence speed
- harmony search
- test functions
- particle swarm
- direct search
- evolutionary strategy
- particle swarm optimization
- genetic algorithm
- multi objective
- optimization problems
- gaussian processes
- mutation operator
- particle swarm optimization pso
- constrained optimization problems
- function optimization problems
- numerical optimization problems
- solving global optimization problems
- multi objective optimization problems
- power flow
- optimization process
- multi objective optimization
- artificial bee colony
- crossover operator
- global optimization
- numerical optimization
- optimization methods
- hybrid algorithm
- biogeography based optimization
- maximum likelihood
- global convergence
- nsga ii
- model selection
- bayesian learning
- bayesian inference
- fitness function
- bayesian networks