SIA OpenIR  > 信息服务与智能控制技术研究室
Research on the Application of Intelligent Algorithm in Short-Term Traffic Flow Forecast
Wang DP(王丹萍); Hu KY(胡琨元); Han Xiaowei
作者部门信息服务与智能控制技术研究室
会议名称International Conference on Automation, Mechanical Control and Computational Engineering (AMCCE)
会议日期April 24-26, 2015
会议地点Jinan, PEOPLES R CHINA
会议主办者INst Nat Sci & Adv Technol
会议录名称PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING
出版者ATLANTIS PRESS
出版地Paris
2015
页码275-280
收录类别CPCI(ISTP)
WOS记录号WOS:000359443400049
产权排序1
ISSN号1951-6851
ISBN号978-94-62520-64-6
关键词Short-term Traffic Flow Prediction Genetic Algorithm
摘要In recent years, with the vigorous development of intelligent transportation systems, traffic control and traffic flow guidance have become popular issue of intelligent transportation systems (ITS). The key issue to achieve traffic control guidance is to realize real-time and accurate short-term traffic flow forecasting. And the accuracy and real-time of prediction directly impact traffic control and induced effect. Achieving an accurate prediction of urban road short-term traffic flow is the key of urban road traffic control and traffic guidance. Since the single prediction method for the current is of low precision, we proposed wavelet and support vector machine (SVM) method to predict new fusion; in order to avoid falling into local optimal problem in the process while learning SVM knowledge, we use the particle swarm optimization (PSO) to optimize the key parameters of SVM and in order to improve the prediction accuracy of short-term traffic flow.
语种英语
引用统计
文献类型会议论文
条目标识符http://ir.sia.cn/handle/173321/16895
专题信息服务与智能控制技术研究室
作者单位1.Shenyang Institute of Automation, Chinese Academy of Sciences, 110016 Shenyang, China
2.Shenyang University, 110044 Shenyang, China
推荐引用方式
GB/T 7714
Wang DP,Hu KY,Han Xiaowei. Research on the Application of Intelligent Algorithm in Short-Term Traffic Flow Forecast[C]//INst Nat Sci & Adv Technol. Paris:ATLANTIS PRESS,2015:275-280.
条目包含的文件 下载所有文件
文件名称/大小 文献类型 版本类型 开放类型 使用许可
Research on the Appl(668KB)会议论文 开放获取CC BY-NC-SA浏览 下载
个性服务
推荐该条目
保存到收藏夹
查看访问统计
导出为Endnote文件
谷歌学术
谷歌学术中相似的文章
[Wang DP(王丹萍)]的文章
[Hu KY(胡琨元)]的文章
[Han Xiaowei]的文章
百度学术
百度学术中相似的文章
[Wang DP(王丹萍)]的文章
[Hu KY(胡琨元)]的文章
[Han Xiaowei]的文章
必应学术
必应学术中相似的文章
[Wang DP(王丹萍)]的文章
[Hu KY(胡琨元)]的文章
[Han Xiaowei]的文章
相关权益政策
暂无数据
收藏/分享
文件名: Research on the Application of Intelligent Algorithm in Short-Term Traffic Flow Forecast.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 

除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。