Hybrid model to improve the river streamflow forecasting utilizing multi-layer perceptron-based intelligent water drop optimization algorithm.
Quoc Bao PhamHaitham Abdulmohsin AfanBabak MohammadiAli Najah AhmedNguyen Thi Thuy LinhNgoc Duong VoRoozbeh MoazenzadehPao-Shan YuAhmed El-ShafiePublished in: Soft Comput. (2020)
Keyphrases
- optimization algorithm
- hybrid model
- multi layer perceptron
- artificial neural networks
- forecasting accuracy
- multi objective
- support vector regression
- optimization method
- differential evolution
- neural network
- artificial neural network models
- water quality
- arima model
- neural network model
- hybrid models
- optimization strategy
- bp neural network
- particle swarm optimization pso
- evolutionary multi objective
- back propagation neural network
- artificial bee colony
- hybrid optimization algorithm
- genetic algorithm
- short term
- support vector machine svm
- forecasting model
- radial basis function
- particle swarm optimization
- support vector machine
- kernel function
- long term
- mlp neural networks
- data sets