Research and application of prediction model based on ensemble BP neural network

Research and application of prediction model based on ensemble BP neural network

BP neural network provides a robust and effective learning method for approximating real values. It is fit for intersection traffic flow prediction. In order to resolve its slow convergence speed and easily falling into local minimum problem，an ensemble prediction model was proposed. This model inte...

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Bibliographic Details
Main Authors: Huimin ZHAO, Jiangtao LUO, Junchao YANG, Zheng XU, Xiao LEI, Lin LUO
Format: Article
Language:zho
Published: Beijing Xintong Media Co., Ltd 2016-02-01
Series:Dianxin kexue
Subjects:
BP neural network
ensemble prediction
MapReduce
weighted average
traffic shunt flow prediction at intersection
Online Access:http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2016.02.009/
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http://www.telecomsci.com/zh/article/doi/10.3969/j.issn.1000-0801.2016.02.009/

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