Research on the Application of Intelligent Algorithm in Short-Term Traffic Flow Forecast

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	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
	2015
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
关键词	Short-term traffic flow prediction genetic algorithm
页码	275－280
中文摘要	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.
收录类别	CPCI（ISTP）
产权排序	1
会议主办者	INst Nat Sci & Adv Technol
会议录	PROCEEDINGS OF THE 2015 INTERNATIONAL CONFERENCE ON AUTOMATION, MECHANICAL CONTROL AND COMPUTATIONAL ENGINEERING
会议录出版者	ATLANTIS PRESS
会议录出版地	Paris
语种	英语
ISSN号	1951-6851
ISBN号	978-94-62520-64-6
WOS记录号	WOS:000359443400049
内容类型	会议论文
源URL	[http://ir.sia.cn/handle/173321/16895]
专题	沈阳自动化研究所_信息服务与智能控制技术研究室
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]. 见:International Conference on Automation, Mechanical Control and Computational Engineering (AMCCE). Jinan, PEOPLES R CHINA. April 24-26, 2015.