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"Comparative Study Analysis of ANFIS and ANFIS-GA Models on Flow of Veh" by Isaac Oyeyemi Olayode, Lagouge Kwanda Tartibu et al. - Vimarsana News

"Comparative Study Analysis of ANFIS and ANFIS-GA Models on Flow of Veh" by Isaac Oyeyemi Olayode, Lagouge Kwanda Tartibu et al.

In the last two decades the efficient traffic-flow prediction of vehicles has been significant in curbing traffic congestions at freeways and road intersections and it is among the many advantages of applying intelligent transportation systems in road intersections. However, transportation researchers have not focused on prediction of vehicular traffic flow at road intersections using hybrid algorithms such as adaptive neuro-fuzzy inference systems optimized by genetic algorithms. In this research, we propose two models, namely the adaptive neuro-fuzzy inference system (ANFIS) and the adaptive...

Source: uow.edu.au
"Stability Analysis and Prediction of Traffic Flow of Trucks at Road In" by Isaac Oyeyemi Olayode, Lagouge Kwanda Tartibu et al. - Vimarsana News

"Stability Analysis and Prediction of Traffic Flow of Trucks at Road In" by Isaac Oyeyemi Olayode, Lagouge Kwanda Tartibu et al.

The evolution of traffic-related accidents caused by long, short, and medium trucks at signalized road intersections have been underemphasized in the last few years. Far, little attention has been paid to the modelling of trucks traffic flow using an artificial neural network model and evaluating the stability analysis of trucks depending on the heterogenous optimal velocity. This research evaluates the effect of trucks on some specific traffic flow features. Over the years, it has been deduced that trucks, irrespective of their sizes, significantly impact their surrounding traffic flow due to...

Source: uow.edu.au