Wind speed prediction using a hybrid model of the multi-layer perceptron and whale optimization algorithm.
Saeed SamadianfardSajjad HashemiKatayoun KargarMojtaba IzadyarAli MostafaeipourAmir MosaviNarjes NabipourShahaboddin ShamshirbandPublished in: CoRR (2020)
Keyphrases
- optimization algorithm
- hybrid model
- multi layer perceptron
- artificial neural networks
- wind speed
- meteorological data
- multi objective
- neural network
- radial basis function
- support vector machine
- short term
- wind power
- differential evolution
- neural network model
- hybrid models
- relative humidity
- support vector machine svm
- short term prediction
- particle swarm optimization pso
- forecasting accuracy
- back propagation
- arima model
- mlp neural networks
- support vector regression
- genetic algorithm
- soft computing
- bp neural network
- evolutionary algorithm
- support vector
- power plant
- wind turbine
- feed forward
- hidden layer
- objective function
- feature selection
- long term
- data sets
- pattern recognition
- computational intelligence