期刊文献+

基于多因子关联分析的道路交通事故灰色预测模型研究 被引量:4

Grey Model Based on Multi-factors for Forecasting Road Accidents
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摘要 基于灰关联分析,对道路交通事故的影响因子进行预处理,建立了基于多因子关联分析的道路交通事故GM(1,N)预测模型。对哈尔滨市1994年~2004年的道路交通事故进行实例分析,预测结果表明GM(1,N))模型的预测精度高于GM(1,1)模型及多元线性回归模型。该模型克服了GM(1,1)模型对于波动性较大的非平稳数列预测精度低的缺点,该模型具有简单、有效、预测精度高的特点。GM(1,N)模型是一种动态数据处理方法,且不会出现量化分析与定性分析结果矛盾的现象,能够很好的反映交通事故的未来发展趋势。 based on Grey-correlative analysis to deal with the influence factors of the traffic accidents,the Grey model-GM( 1 ,N) for forecasting road accidents is built in this paper. Through analyzing traffic accidents occurred in Harbin from 1994 to 2004 ,the conclusion indicate that the precision of Grey model-GM( 1 ,N)" for forecasting road accidents is better than that of GM( 1,1 ) and the model of multivariate linear regression, the model has the merits of GM ( 1 , 1 ) forecasting which reduce random fluctuation of accident date affecting forecast precision, the model also has the characteristics of simple and effective and high precision. Because GM( 1, N) is a method of dynamic,phenomenon of the analysis result contradiction that will not present quantitative analysis and determine the nature, So it can be used for road accidents forecast.
出处 《中南公路工程》 2007年第3期147-150,155,共5页 Central South Highway Engineering
关键词 关联分析 交通事故 灰色GM(1 N)模型 事故预测 Grey-correlative analysis traffic accidents GM ( 1, N) road accidents forecast
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参考文献6

  • 1刘志强.道路交通事故预测方法比较研究[J].交通与计算机,2001,19(5):7-10. 被引量:27
  • 2邓聚龙.灰色系统基本方法[M].武汉:华东理工大学出版社,1996..
  • 3Lin,Chin-Tsai;Yang,Shih-Yu.Forecast of the output value of Taiwan's opto-electronics industry using the Grey forecasting model[J].Technological Forecasting and Social Change.2003,70(2):177-186.
  • 4Yao Albert W.L,Chi S.C.,Chen J.H.An improved Grey-based approach for electricity demand forecasting[J].Electric Power Systems Research.2003,67(3):217-224.
  • 5Tien,Tzu-Li.Applied Mathematics and Computation.A research on the deterministic grey dynamic model with multiple inputs DGDMMI(1,1,1)[J].2003,139(2):401-416.
  • 6Hsu Che-Chiang,Chen Chia-Yon.Applications of improved grey prediction model for power demand forecasting[J].Energy Conversion and Management.2003,44(14):2241-2249.

二级参考文献3

  • 1邓聚龙.灰色系统基本方法[M].武汉:华中理工大学出版社,1996.1-100.
  • 2刘志强.道路交通事故研究方法分析,江苏省交通科研项目研究报告[M].,2000(8)..
  • 3刘志强.道路交通安全研究方法[J].中国安全科学学报,2000,10(6):14-19. 被引量:73

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