Solar radiation prediction based on particle swarm optimization and evolutionary algorithm using recurrent neural networks.
Nian ZhangPradeep K. BeheraCharles WilliamsPublished in: SysCon (2013)
Keyphrases
- recurrent neural networks
- solar radiation
- evolutionary algorithm
- particle swarm optimization
- multi objective
- air temperature
- differential evolution
- population diversity
- prediction model
- particle swarm
- evolutionary computation
- neural network
- feed forward
- echo state networks
- chaotic time series
- pso algorithm
- genetic algorithm
- reservoir computing
- recurrent networks
- global optimization
- relative humidity
- feedforward neural networks
- convergence speed
- simulated annealing
- multi objective optimization
- particle swarm optimization algorithm
- artificial neural networks
- neural model
- function optimization
- fitness function
- particle swarm optimization pso
- swarm intelligence
- evolutionary strategy
- back propagation
- nonlinear dynamic systems
- fuzzy logic
- mutation operator
- crossover operator
- neural models
- cascade correlation
- decision making