Short-Term Traffic Flow Prediction Based on Least Square Support Vector Machine with Hybrid Optimization Algorithm.
Chuan LuoChi HuangJinde CaoJianquan LuWei HuangJianhua GuoYun WeiPublished in: Neural Process. Lett. (2019)
Keyphrases
- short term
- traffic flow
- hybrid optimization algorithm
- long term
- load forecasting
- motion prediction
- chaotic time series
- road traffic
- short term prediction
- arima model
- traffic flows
- intelligent transport systems
- optimization algorithm
- traffic congestion
- short term and long term
- hybrid algorithm
- travel time
- traffic data
- long term memory
- stock market
- forecasting model
- wind speed
- prediction model
- traffic network
- lane change
- traffic light
- short and long term
- cellular automata
- power generation
- genetic algorithm
- medium term
- moving average
- convergence speed
- particle swarm optimization
- fuzzy logic
- expert systems