Predicting Effective Control Parameters for Differential Evolution using Cluster Analysis of Objective Function Features.
Sean P. WaltonM. Rowan BrownPublished in: CoRR (2018)
Keyphrases
- differential evolution algorithm
- cluster analysis
- differential evolution
- control parameters
- optimization algorithm
- evolutionary algorithm
- objective function
- convergence speed
- particle swarm optimization
- artificial bee colony
- genetic algorithm
- clustering method
- data mining
- mutation operator
- fuzzy clustering
- feature extraction
- scale factor
- multi objective
- neural network
- feature vectors
- particle swarm optimization pso
- data mining techniques
- clustering algorithm
- feature space
- particle swarm
- learning rate
- harmony search
- machine learning
- crossover operator
- pid controller
- optimal solution
- k means
- knowledge discovery
- optimization problems