改进的RBF神经网络交通流预测算法

A Traffic Flow Forecast Algorithm of Modified RBF Neural Network

短时交通流预测是实现智能交通控制的前提与基础。提出了一种基于粗神经网络的RBF短时交通流预测算法,该算法在交通流量预测方面明显优于常规RBF神经网络,且具有较高的实时性。

The short-term traffic flow forecast is the premise and foundation of intelligent traffic control,proposing a RBF traffic flow forecast algorithm based on rough neural network,the model is superior to conventional RBF neural network in traffic flow forecast,and high Real-time.