Modelling driver behaviour with Artificial Neural Networks
The goal of this thesis is to create a model that can simulate traffic on a highway by primarily using a supervised artificial neural network. The reader is first introduced to the theory of artificial neural networks, step by step from the fundamental principles to the network that is used in the final model. The network is trained to predict velocities of individual vehicles when being fed information