A novel decomposition-denoising ANFIS model based on singular spectrum analysis and differential evolution algorithm for seasonal AQI forecasting.
Mingjun HeJinxing CheZheyong JiangWeihua ZhaoBingrong WanPublished in: J. Intell. Fuzzy Syst. (2023)
Keyphrases
- differential evolution algorithm
- denoising
- singular spectrum analysis
- support vector regression
- short term
- differential evolution
- evolutionary algorithm
- control parameters
- complex valued
- artificial neural networks
- long term
- image processing
- change point detection
- forecasting model
- optimization model
- forecasting accuracy
- neural network
- traveling salesman problem
- convergence speed
- genetic algorithm
- particle swarm
- hybrid model
- fuzzy systems
- support vector
- neuro fuzzy
- input output
- non stationary
- optimization algorithm
- particle swarm optimization
- fuzzy logic
- multi objective