Title :
Study on Route Travel Time Prediction Based on RBF Neural Network
Author :
Zhu, Gengxian ; Wang, Xiuli
Author_Institution :
Syst. Eng. Inst., Tianjin Univ., Tianjin
Abstract :
This paper introduces the character structure and implement of RBF neural network, then puts forward a RBF network model to predict travel time. via a great deal of experiments, in the end, this paper proves that RBF neural network is quick appropriate and accurate for route travel time prediction.
Keywords :
radial basis function networks; RBF neural network; radial basis function; route travel time prediction; Character recognition; Mathematical model; Neural networks; Neurons; Predictive models; Radial basis function networks; Space exploration; Telecommunication traffic; Traffic control; Transportation; BP Neural Network; RBF Neural Network; Travel Time Prediction;
Conference_Titel :
Education Technology and Computer Science, 2009. ETCS '09. First International Workshop on
Conference_Location :
Wuhan, Hubei
Print_ISBN :
978-1-4244-3581-4
DOI :
10.1109/ETCS.2009.517
