THE APPLICATION OF ADHDP(lambda) METHOD TO COORDINATED MULTIPLE RAMPS METERING
文献类型：期刊论文
| 作者 | Bai, Xuerui; Zhao, Dongbin ; Yi, Jianqiang
|
| 刊名 | INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL
 |
| 出版日期 | 2009-10-01 |
| 卷号 | 5期号:10B页码:3471-3481 |
| 关键词 | Heuristic dynamic programming Eligibility traces Multiple ramps metering |
| 英文摘要 | 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. |
| WOS标题词 | Science & Technology ; Technology |
| 类目[WOS] | Automation & Control Systems ; Computer Science, Artificial Intelligence |
| 研究领域[WOS] | Automation & Control Systems ; Computer Science |
| 关键词[WOS] | TRAFFIC FLOW |
| 收录类别 | SCI |
| 语种 | 英语 |
| WOS记录号 | WOS:000271033100018 |
| 源URL | [http://ir.ia.ac.cn/handle/173211/3586]  |
| 专题 | 自动化研究所_复杂系统管理与控制国家重点实验室_先进控制与自动化团队 |
| 作者单位 | Chinese Acad Sci, Inst Automat, Lab Complex Syst & Intelligence Sci, Beijing 100190, Peoples R China |
| 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. |
入库方式： OAI收割
来源：自动化研究所
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