|本期目录/Table of Contents|

[1]孙赟,李明涛,姚晓晖.基于BP神经网络人群流量预测的实现[J].中国安全生产科学技术,2010,6(2):61-65.
　SUN Yun,LI Ming-tao,YAO Xiao-hui.Imphement of crowd flow prediction based on BP neural network[J].Journal of Safety Science and Technology,2010,6(2):61-65.
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基于BP神经网络人群流量预测的实现()

《中国安全生产科学技术》[ISSN:1673-193X/CN:11-5335/TB]

卷:
6
期数:
2010年2
页码:
61-65
栏目:
学术论著
出版日期:
2010-04-30

文章信息/Info

Title:
Imphement of crowd flow prediction based on BP neural network
作者:
孙赟; 李明涛; 姚晓晖
北京市劳动保护科学研究所，北京 ?100054
Author(s):
SUN Yun;  LI Ming-tao;  YAO Xiao-hui
Beijing Municipal Institute of Labour Protection, Beijing ?100054, China
关键词:
BP神经网络; Matlab应用; 人流量预测
Keywords:
BP neural network;  Matlab;  crowd flow prediction
分类号:
X93
DOI:
-
文献标志码:
A
摘要:
人群拥挤踩踏突发性的特点决定了现场的事故救援措施效果较差,事前预防是唯一有效的策略。对商业区人群流量进行预测,对于合理控制商业网点人口,预防人群类事故的发生具有重要的意义。本文介绍了基于BP神经网络的人群流量预测方法,利用Matlab建立了相关模型,并结合实际数据对模型进行了调整,分析了隐含层神经元个数、不同输入-输出结构、不同传递函数等因素对网络性能的影响。研究表明利用神经网络的非线性映射能力对人群流量进行预测时可行的。
Abstract:
-

参考文献/References:

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备注/Memo

备注/Memo:
收稿日期：2010-03-14
基金项目：北京市科技计划”西长安街重点区域国庆综合保障科技示范研究“项目（编号：D09060603890903）资助
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