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Highway passenger traffic volume research based on gray - Markov prediction model

机译:基于灰色马尔可夫预测模型的公路客运量研究。

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摘要

In this paper, we propose the application of gray Markov model for forecasting methods, and amend with the smooth ratio the historical data, establish the GM (1,1) model . By determining the coefficients to obtain the development series of the future road passenger traffic amount, and by combining the Markov chain process, to classify the random sequence status into three categories, by determining the status transfer matrix, we predict the road passenger traffic amount in 5 years. The theoretical analysis and practical application show that the prediction is more reliable using this method. We can manage the development of passenger traffic, which helps the administration to make decisions.
机译:本文提出了灰色马尔可夫模型在预测方法中的应用,并对历史数据的平滑率进行修正,建立了GM(1,1)模型。通过确定系数来获得未来道路客运量的发展序列,并结合马尔可夫链过程,将随机序列状态分为三类,通过确定状态转移矩阵,我们可以预测道路客运量5年。理论分析和实际应用表明,该方法的预测更加可靠。我们可以管理客运量的增长,这有助于管理部门做出决策。

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