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In this work, we apply fuzzy RBF neural network to address the traffic density control problem in a macroscopic level freeway environment with ramp metering. Firstly, a macroscopic traffic flow model to describe the freeway flow process is built. Then the architecture and function of fuzzy RBF neural network are analyzed. In conjunction with nonlinear feedback theory, a PID ramp controller regulated...
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