A software for parameter optimization with Differential Evolution Entirely Parallel method.
Konstantin KozlovAlexander M. SamsonovMaria SamsonovaPublished in: PeerJ Comput. Sci. (2016)
Keyphrases
- differential evolution
- parameter optimization
- optimization method
- adaptive differential evolution
- optimization algorithm
- support vector machine
- genetic algorithm
- evolutionary algorithm
- differential evolution algorithm
- solving global optimization problems
- neural network
- mutation strategy
- initial population
- parameter settings
- convergence rate
- cross validation
- bayesian framework
- mathematical model
- control parameters
- prior knowledge
- artificial neural networks
- pairwise
- training data
- image segmentation
- feature selection