Title :
Road Safety Evaluation Based on BP Neural Network
Author :
Zhang Juan ; Zhang Wei ; Liu Haoxue ; Zhao Weihua
Author_Institution :
Chang´an Univ., Xi´an, China
Abstract :
Evaluating road safety is essential in identifying the potential road safety hazard which could result in casualties and property losses. in this paper, a BP neural network was built by using neural network toolkit in "Matlab", Two similar roadways are used in calibrating and validating the network. The high level of predictability provided that the application of BP neural network model to road safety evaluation is feasible, and evaluation results coincide with the actual situation.
Keywords :
backpropagation; neural nets; road safety; traffic engineering computing; BP neural network; Matlab; road safety evaluation; Accidents; Artificial neural networks; Indexes; Neurons; Road safety; Training;
Conference_Titel :
Logistics Engineering and Intelligent Transportation Systems (LEITS), 2010 International Conference on
Conference_Location :
Wuhan
Print_ISBN :
978-1-4244-8776-9
Electronic_ISBN :
978-1-4244-8778-3
DOI :
10.1109/LEITS.2010.5664961
