Short-Term Traffic Flow Prediction Using the Modified Elman Recurrent Neural Network Optimized Through a Genetic Algorithm.
Abolghasem Sadeghi-NiarakiParima MirshafieiMaryam ShakeriSoo-Mi ChoiPublished in: IEEE Access (2020)
Keyphrases
- recurrent neural networks
- short term
- traffic flow
- chaotic time series
- long term
- genetic algorithm
- load forecasting
- motion prediction
- neural network
- short term prediction
- road traffic
- recurrent networks
- traffic flows
- artificial neural networks
- arima model
- feed forward
- short term and long term
- intelligent transport systems
- travel time
- traffic data
- traffic congestion
- hidden layer
- stock market
- cellular automata
- traffic information
- long term memory
- traffic light
- forecasting model
- neuro fuzzy
- evolutionary algorithm
- lane change
- fuzzy logic
- traffic network
- short and long term
- road safety
- power generation
- back propagation
- neural network model
- medium term
- multi objective
- moving average