Russian scientists have created a system that can create a train schedule in 5 seconds. It uses a neural network that takes into account 30 additional parameters, in contrast to the programs currently used.
Nowadays, special programs are used for scheduling, which take into account only the location of lines, traffic lights and the route. Due to the fact that other factors are not taken into account, the schedules are obtained inaccurate.
The developed system with a neural network is able to take into account the rules for changing the speed of the train, the features of the movement of trains (for example, acceleration and deceleration, the beginning or end of movement), the dependence of the speed characteristics on the physical parameters of the train, etc.
The neural network has already helped to develop a schedule for a single-track dispatch section of the Mongolian (Ulan-Bator) railway with a length of 125 kilometers.
The only drawback of the system is that it will not be able to predict accidents or planned work. But if you enter these data into the model, then the movement of trains will be corrected in the same 5 seconds.
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