Time series forecasting with feedforward neural networks trained using particle swarm optimizers for dynamic environments.
Salihu A. AbdulkarimAndries P. EngelbrechtPublished in: Neural Comput. Appl. (2021)
Keyphrases
- dynamic environments
- feedforward neural networks
- particle swarm optimizer
- multilayer perceptron
- backpropagation algorithm
- artificial neural networks
- multi layer perceptron
- adaptive strategies
- back propagation
- neural network
- hidden layer
- particle swarm optimization
- error function
- recurrent neural networks
- extreme learning machine
- autonomous agents
- mobile robot
- path planning
- activation function
- training set
- feed forward neural networks
- radial basis function
- potential field
- neuro fuzzy
- changing environment
- fuzzy logic
- real time
- pattern recognition
- training algorithm
- training process
- support vector machine
- decision making
- feed forward
- genetic algorithm
- neural network model
- highly dynamic environments