Time series prediction based on echo state network tuned by divided adaptive multi-objective differential evolution algorithm.
Weijie RenYiwen WangMin HanPublished in: Soft Comput. (2021)
Keyphrases
- differential evolution algorithm
- multi objective
- echo state networks
- evolutionary algorithm
- differential evolution
- recurrent neural networks
- optimization algorithm
- multi objective optimization
- global numerical optimization
- particle swarm optimization
- particle swarm
- crossover rate
- evolutionary computation
- genetic algorithm
- optimization problems
- control parameters
- fitness function
- nsga ii
- initial population
- convergence speed
- scale factor
- objective function
- pso algorithm
- artificial neural networks
- mutation operator
- crossover operator
- neural network
- optimization method
- genetic programming
- expert systems