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交通运输部交通运输建设科技项目(2011318801670)

DOI: 10.3969/j.issn.1674-0696.2013.03.22, PP. 463-466

Keywords: 公交枢纽,换乘OD矩阵,BP神经网络,动态预测,transithub,transferODMatrix,BPneuralnetwork,dynamicprediction

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Abstract:

:?换乘枢纽衔接公交线路的换乘客流OD是APTS下实施公交多线路动态协调调度的基础数据。以公交线路上下车乘客数的自动获取为前提,建立换乘OD推算优化模型,并设计了BP神经网络求解算法,应用数值试验对神经网络中的核心参数进行了标定。算例表明:BP神经网络为动态更新公交枢纽换乘客流OD提供了一种经济、有效的方法。

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