Traffic flow modelling of long and short trucks using a hybrid artificial neural network optimized by particle swarm optimization

Autor: Oyeyemi Olayode, Isaac, Du, Bo, Kwanda Tartibu, Lagouge, Justice Alex, Frimpong
Zdroj: International Journal of Transportation Science and Technology; 20230101, Issue: Preprints
Abstrakt: •The availability of traffic flow variables is significant in modelling the traffic volume of long and short trucks.•Artificial neural network optimized by particle swarm optimization model(ANN-PSO) emerged as a reliable predictor model of traffic flow of long and short trucks.•The time of the day plays a significant role in determining whether there will be low or high traffic flow of long and short trucks on the freeways.
Databáze: Supplemental Index