• ISSN 0258-2724
  • CN 51-1277/U
  • EI Compendex
  • Scopus
  • Indexed by Core Journals of China, Chinese S&T Journal Citation Reports
  • Chinese S&T Journal Citation Reports
  • Chinese Science Citation Database
Volume 19 Issue 1
Feb.  2006
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Article Contents
LI Xiang-yong, TIAN Peng, ZHANG Nan, LONG Jun-ren. Multi-level Recursive Forecasting Method for Road Accidents[J]. Journal of Southwest Jiaotong University, 2006, 19(1): 107-110.
Citation: LI Xiang-yong, TIAN Peng, ZHANG Nan, LONG Jun-ren. Multi-level Recursive Forecasting Method for Road Accidents[J]. Journal of Southwest Jiaotong University, 2006, 19(1): 107-110.

Multi-level Recursive Forecasting Method for Road Accidents

  • Received Date: 14 Sep 2004
  • Publish Date: 25 Feb 2006
  • In view of the dynamic and time-varying characteristic of a traffic system,a multi-level recursive forecasting method was proposed,and a multi-level recursive forecasting model for forecasting road accidents was established.With this method,forecast of road accidents is divided into two parts: forecast of timevarying parameters and forecast of road accidents based on the former forecast.The forecasting precision is improved by precise forecasting time-varying parameters.The death toll of a province in China from 1989 to 1999 was taken as statistical data to derive the forcasting model.Simulation result shows that the average error of the forcasted death toll is 5.8% compared with the real statistical data of 2000 and 2001.

     

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  • 李相勇,张南,蒋葛夫.道路交通事故灰色马尔可夫预测模型[J].公路交通科技,2003,20(4):98-104.Li X Y,Zhang N,Jiang G F.Grey-Markov model for forecasting road accidents [J].Journal of Highway and Transportation Research and Development,2003,20(4):98-104.[2] 李相勇.道路交通事故预测方法研究[D].硕士学位论文.成都:西南交通大学,2004.Li X Y.Research on forecasting method of road accidents [D].Master Degree Thesis,Chengdu:Southwest Jiaotong University,2004.[3] 李邦宪.动态系统预测的多层递阶方法[M].北京:气象出版社,1996.1-64.[4] 陈玉祥,张汉亚.预测技术与应用[M].北京:机械工业出版社,1985.31-56.[5] 韩志刚.多层递阶预报方法参数估计的初值选择[J].控制与决策,1986,1(1):27-31.
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