地铁人流量预测
Prediction of subway passenger flow
随着社会的快速发展和城市规模的不断扩大,人们的出行方式也发生了深刻的变化,而地铁在大城市的出行中扮演着十分重要的角色。为了准确地预测地铁的实时流量,给地铁调度安保提供参考信息,本文通过提取历史的地铁流量数据的时间空间周期性特征,训练地铁人流量预测的模型,达到了准确预测地铁人流量的目标。这个预测模型能够较好的拟合地铁人流量出入情况,在较低的时间复杂度下达到了良好的效果。
With the rapid development of society and the continuous expansion of the city scale, profound changes have taken place in the way of life of people. The subway has played an increasingly important role in the way of travel in big cities. Accurately predicting the real-time traffic of the subway could provide reference information for subway dispatch security.In this paper, by extracting the spatio-temporal feature of historical subway traffic data and training the subway passenger flow prediction model, the purpose of accurately predicting subway passenger flow is achieved. This prediction model can better fit the subway traffic flow and obtain good results with low time complexity.
许益彬、贾晓燕
综合运输
地铁人流量流量预测杭州地铁
subway passenger flowflow predictionHangzhousubway
许益彬,贾晓燕.地铁人流量预测[EB/OL].(2020-03-27)[2025-08-18].http://www.paper.edu.cn/releasepaper/content/202003-305.点此复制
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