Title: A Local Neural Network Controller for Freeway Ramp Metering
Abstract: A feedback neural net controller for an isolated freeway ramp is developed to locally stabilize freeway traffic. The neural net controller is of the integral type and has a nonlinear gain. Simulation results show that the neural net controller can stabilize traffic in a wider range of traffic conditions and with faster response than one of the leading existing ramp control algorithms.