THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING

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	THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING
	Bai, Xuerui; Zhao, Dongbin; Yi, Jianqiang
发表期刊	INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
	2009-10-01
卷号	5 期号:10B 页码:3471-3481
文章类型	Article
摘要	Ramp metering has been developed as a local traffic management strategy to alleviate congestion on freeways sections, however, the coordination of multiple ramps metering still need more attention of effective control strategies on a larger freeway section. The object of this paper is to use action-dependent heuristic dynamic programming based on eligibility traces (ADHDP(lambda)) method to implement coordinated ramp metering. The traffic flow plant is a second order macroscopic traffic flow model. The whole coordinated ramp metering problem is considered as art approximate optimal control problem. A valid coordination performance index is proposed. ADHDP(lambda) method is art effective and fast learning control method to solve such problems. With the help of eligibility traces, the learning rate is highly improved. Simulation studies on, a hypothetical freeway are reported to show that the proposed control scheme is efficient.
关键词	Heuristic Dynamic Programming Eligibility Traces Multiple Ramps Metering
WOS标题词	Science & Technology ; Technology
关键词[WOS]	TRAFFIC FLOW
收录类别	SCI
语种	英语
WOS研究方向	Automation & Control Systems ; Computer Science
WOS类目	Automation & Control Systems ; Computer Science, Artificial Intelligence
WOS记录号	WOS:000271033100018
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://ir.ia.ac.cn/handle/173211/3586
专题	多模态人工智能系统全国重点实验室_平行智能技术与系统团队
作者单位	Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China
第一作者单位	中国科学院自动化研究所
推荐引用方式 GB/T 7714	Bai, Xuerui,Zhao, Dongbin,Yi, Jianqiang. THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING[J]. INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,2009,5(10B):3471-3481.
APA	Bai, Xuerui,Zhao, Dongbin,&Yi, Jianqiang.(2009).THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING.INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL,5(10B),3471-3481.
MLA	Bai, Xuerui,et al."THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING".INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL 5.10B(2009):3471-3481.

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