Forecasting interval time series using a fully complex-valued RBF neural network with DPSO and PSO algorithms.
Tao XiongYukun BaoZhongyi HuRaymond ChiongPublished in: Inf. Sci. (2015)
Keyphrases
- rbf neural network
- complex valued
- forecasting accuracy
- particle swarm optimization
- bp neural network
- activation function
- discrete particle swarm optimization
- load forecasting
- neural network model
- hidden layer
- real valued
- forecasting model
- radial basis function
- recurrent neural networks
- multi objective
- pso algorithm
- particle swarm optimization algorithm
- traveling salesman problem
- data fusion
- differential evolution
- particle swarm optimization pso
- neural network
- multi valued
- pid controller
- fault diagnosis
- evolutionary algorithm
- web service composition
- ant colony optimization
- genetic algorithm
- support vector regression
- metaheuristic
- convergence speed
- linear equations
- fuzzy clustering
- optimization algorithm
- back propagation
- multilayer perceptron
- artificial neural networks
- non stationary
- optimization methods
- rough sets
- pattern recognition
- support vector
- short term