With the data preprocessing using differential method to remore slow change and reduce random noise, the RBF dynamic prediction model is constructed based on delay internal feedback.

• 引入延时内部反馈，构造基于径向基函数(RBF)网络的动态预测模型，并用大连港集装箱吞吐量实际数据进行了验证。