【摘要】 利用BP人工神经网络对高速公路单个入口匝道进行控制。根据具体问题对神经网络控制器的设计进行了讨论,利用BP改进算法对神经网络控制器进行训练。利用M atlab对控制器的控制效果进行了仿真,将仿真结果与车道、需求-容量控制的效果进行了比较,结果表明,该神经网络控制器可以获得优良的控制效果。更多还原

【Abstract】 This paper dealt with local traffic-responsive ramp control by using the BP neural networks.According to the principle of the ramp control,the design of the neural controller was discussed and the modified back-propagation algorithm was adopted to train the controller.The results of the simulation based on Matlab show that the neural controller is more effective compared with ALINA and the demand-capacity strategy.更多还原