中文核心期刊
CSCD来源期刊
中国科技核心期刊
RCCSE中国核心学术期刊

重庆交通大学学报(自然科学版) ›› 2009, Vol. 28 ›› Issue (2): 290-293.DOI: 10.3969/j.issn.1674-0696.2009.02.30

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灰色马尔可夫模型在公路运量弹性 系数预测中的应用

任其亮   

  1. 重庆交通大学交通运输学院,重庆400074
  • 收稿日期:2008-05-30 修回日期:2008-07-15 出版日期:2009-04-15 发布日期:2015-04-15
  • 作者简介:任其亮(1978—),男,山东莱芜人,副教授,博士,从事交通运输系统研究
  • 基金资助:
    重庆市软科学研究计划项目(CSCT,2007CE9009);重庆市教委科学技术研究项目(KJ080421)

Study on Application of Grey-Markov Model to Forecasting Elastic Coefficients in Highway Transportation Volume

REN Qi-liang   

  1. School?of?Traffic?&?Transportation,?Chongqing?Jiaotong?University,?Chongqing?400074,?China
  • Received:2008-05-30 Revised:2008-07-15 Online:2009-04-15 Published:2015-04-15

摘要: 针对公路运量预测中弹性系数随机波动性较大的问题,结合灰色模型可以揭示预测数据的发展趋势以及马 尔可夫预测适合描述随机波动性较大的预测问题的优点,建立了公路运量预测中弹性系数的灰色马尔可夫预测模 型;用该模型对北京市公路客运弹性系数进行预测,验证了模型对公路运量中弹性系数进行预测的合理性。研究 结果表明,灰色马尔可夫预测模型能够较好地提高公路运量预测中弹性系数的预测精度,对于提高公路运量预测 精度具有重要意义。

关键词: 交通运输, 公路运量预测, 弹性系数, 灰色系数, 马尔可夫

Abstract: Owing to the great fluctuation of the elastic coefficients in highway transportation volume, the Gray-Markov forecast model is built to forecast elastic coefficients in highway transportation volume, for the grey model can reveal the development trend of forecast data and the Markov model is fit to describe the problem with tempestuous fluctuation. The reasonability of the Gray-Markov model is tested by its application to forecasting the elastic coefficients in highway transportation volume of Beijing. The example shows that the Gray-Markov forecast model is helpful to forecast the elastic coefficients in highway transportation volume and it can improve the forecast precision of highway transportation volume.

Key words: transportation , highway transportation volume forecast , elastic coefficient , grey coefficient , Markov ;

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