Predicting effective control parameters for differential evolution using cluster analysis of objective function features.
Sean P. WaltonM. Rowan BrownPublished in: J. Heuristics (2019)
Keyphrases
- differential evolution algorithm
- differential evolution
- cluster analysis
- control parameters
- optimization algorithm
- evolutionary algorithm
- objective function
- convergence speed
- particle swarm optimization
- artificial bee colony
- optimization method
- mutation operator
- clustering algorithm
- multi objective
- feature vectors
- data mining
- data mining techniques
- fuzzy clustering
- data analysis
- premature convergence
- scale factor
- clustering method
- k means
- unsupervised learning
- data warehouse
- artificial neural networks
- learning rate
- feature space
- crossover operator
- particle swarm
- genetic algorithm
- neural network