Application of hybridized ANN-GARCH, ANN-SETAR, MARS-SPSO, and CANFIS-SPSO meta-models for improving accuracy of monthly streamflow prediction.
Omidreza MikaeiliMojtaba ShourianPublished in: Soft Comput. (2024)
Keyphrases
- particle swarm optimization
- artificial neural networks
- ann models
- particle swarm optimizer
- prediction accuracy
- predictive model
- models built
- using artificial neural networks
- genetic algorithm
- genetic algorithm ga
- pso algorithm
- multi layered perceptron
- feed forward artificial neural networks
- back propagation
- neural network model
- multi objective
- nonlinear dynamic systems
- prediction model
- model selection
- differential evolution
- high accuracy
- neural nets
- particle swarm optimization pso
- feed forward
- radial basis function
- hybrid model
- particle swarm
- prediction error
- probabilistic model
- neural network