A particle swarm optimisation-trained feedforward neural network for predicting the maximum power point of a photovoltaic array.
Sadeq D. Al-MajidiMaysam F. AbbodHamed S. Al-RaweshidyPublished in: Eng. Appl. Artif. Intell. (2020)
Keyphrases
- particle swarm optimisation
- feedforward neural networks
- multilayer perceptron
- optimisation problems
- neural network
- multi layer perceptron
- optimization algorithm
- back propagation
- pso algorithm
- hidden layer
- recurrent neural networks
- search capabilities
- genetic algorithm ga
- fitness function
- particle swarm optimization
- premature convergence
- error function
- global search
- training set
- training process
- particle swarm
- neural network model
- global optimization
- radial basis function
- learning algorithm
- particle swarm optimization algorithm
- differential evolution
- activation function
- multi objective
- evolutionary algorithm
- search space
- artificial neural networks
- expert systems
- artificial intelligence