Design of Urban Road Safety Early-Warning System Based on GA-BP Neural Netral

被引:0
|
作者
Wei, Yongping [1 ]
Ma, Jianxiao [1 ]
Fei, Xiangyan [1 ]
机构
[1] Nanjing Forestry Univ, Sch Vehicle & Traff Engn, Nanjing 210037, Peoples R China
关键词
road safety; early-warning model; BP neural network; genetic algorithm; AHP;
D O I
暂无
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
According to the characteristics of urban road traffic safety, early-warning indexs of urban road safety early-warning system are constructed, by analyzing the advantage and disadvantage of BP neural network and genetic algorithm, BP neural network prediction model based on genetic algorithm is established, finally, through using the method of AHP and fuzzy mathematics, comprehensive early-warning index is constructed.
引用
收藏
页码:358 / 361
页数:4
相关论文
共 5 条
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  • [2] JIAO LC, 1995, NEURAL NETWORK SYSTE, P17
  • [3] [刘洁 Liu Jie], 2003, [长安大学学报. 自然科学版, Journal of Chang'An University Natural Science Edition], V23, P68
  • [4] SUN W, 2007, EVALUATION INDEX SYS, P25
  • [5] Zhou M., 1999, GENETIC ALGORITHM IT, P56