A new method for modelling by artificial neural networks

Abstract

Taking a traffic signal as the basis, this paper puts forward a new method for modelling using artificial neural networks. From the perspective of control, this paper focuses on the application of the neural network in the establishment of a model of traffic signal systems, including the modelling of single junctions and modelling of small fields which consist of several junctions. The effectiveness of the developed model is demonstrated by simulation.