Simulation of subway operation using neural networks

摘要

This paper presents a practical approach describing how subway operation can be simulated using neural networks. After a short analysis of parameters and appropriate items of validation, the influences of network structure, purgation of training data and input parameters are analysed and evaluated. Finally, essential conclusions concerning the aptitude of neural networks for the simulation of subway operation are drawn.