Urban Traffic Flow Forecasting Model of Double RBF Neural Network Based on PSO.
Jianyu ZhaoLei JiaYuehui ChenXudong WangPublished in: ISDA (1) (2006)
Keyphrases
- forecasting model
- traffic flow
- bp neural network
- neural network
- rbf neural network
- urban traffic
- traffic flows
- traffic congestion
- radial basis function
- road traffic
- back propagation
- artificial neural networks
- fault diagnosis
- neural network model
- particle swarm optimization
- travel time
- short term
- forecasting accuracy
- traffic network
- traffic data
- generalization ability
- traffic light
- intelligent transport systems
- cellular automata
- traffic patterns
- prediction model
- traffic information
- transportation networks
- multilayer perceptron
- load forecasting
- road safety
- support vector regression
- urban areas
- ls svm
- fuzzy logic
- basis functions
- optimization algorithm
- wind power
- long term
- genetic algorithm
- traffic control
- data fusion
- ant colony optimization
- simulated annealing
- support vector machine
- multi agent systems