Research on the forecasting of Air Quality Index (AQI) based on FS-GA-BPNN: A case study of Beijing, China.
Binxu ZhaiJianguo ChenPublished in: ISCRAM (2017)
Keyphrases
- support vector regression
- genetic algorithm ga
- backpropagation neural networks
- prediction model
- genetic algorithm
- back propagation neural network
- artificial neural networks
- chaotic time series
- neural network
- hybrid model
- short term
- forecasting accuracy
- fitness function
- bp neural network
- hybrid algorithm
- forecasting model
- regression model
- evolutionary algorithm
- test bed
- case study
- feature selection
- hybrid genetic algorithm
- management system
- ant colony optimization
- developed countries
- parallel genetic algorithm
- interval type fuzzy sets
- medium term
- grey model
- waste management
- electricity consumption
- backpropagation neural network
- fitness landscape
- particle swarm
- back propagation
- simulated annealing