Neural network for parametric optimization in the problem of traffic management

Abstract

Neural network for parametric optimization in the problem of traffic management

Kazaryan D.E., Mihalyev V.A., Sofronova E.A.

Incoming article date: 15.06.2017

A problem of adaptive urban traffic flows control is considered. The traffic flow control is performed by the coordination of active phases of traffic lights. A control goal is to minimize the difference between the total input flow and total output flow for all subnetworks, while considering changing parameters of the road network. In this paper, a neural network approach for urban traffic road network parameters adjustment is presented.

Keywords: traffic flow control, artificial neural networks