Traffic flow forecasting with particle swarm optimization and support vector regression.
Jianming HuPan GaoYunfei YaoXudong XiePublished in: ITSC (2014)
Keyphrases
- support vector regression
- traffic flow
- particle swarm optimization
- pso algorithm
- forecasting accuracy
- road traffic
- forecasting model
- support vector
- regression model
- intelligent transport systems
- traffic data
- travel time
- cellular automata
- hybrid model
- traffic flows
- multi objective
- traffic congestion
- particle swarm optimization pso
- traffic network
- kernel function
- support vector machine svm
- traffic patterns
- traffic information
- metaheuristic
- financial time series forecasting
- traffic light
- load forecasting
- ant colony optimization
- long term
- artificial neural network models
- support vector machine
- data mining
- feature vectors
- genetic algorithm