Time series prediction using RBF neural networks with a nonlinear time-varying evolution PSO algorithm.
Cheng-Ming LeeChia-Nan KoPublished in: Neurocomputing (2009)
Keyphrases
- pso algorithm
- rbf neural network
- particle swarm optimization
- neural network model
- evolution process
- radial basis function
- particle swarm optimization pso
- global optimization
- pid controller
- artificial neural networks
- bp neural network
- particle swarm optimization algorithm
- convergence speed
- rbf network
- fault diagnosis
- particle swarm
- neural network
- inertia weight
- data fusion
- non stationary
- differential evolution
- multi objective
- particle swarm optimisation
- optimization algorithm
- adaptive particle swarm optimization
- fuzzy clustering
- recurrent neural networks
- metaheuristic
- basis functions
- genetic algorithm ga
- multilayer perceptron
- prediction model
- optimization method
- evolutionary algorithm
- expert systems
- pattern recognition
- genetic algorithm
- ant colony optimization
- global search
- real time
- back propagation